diff --git a/services/QuillLMS/client/app/bundles/Shared/components/shared/checkBox.tsx b/services/QuillLMS/client/app/bundles/Shared/components/shared/checkBox.tsx
index b875c363506..0750e3694ec 100644
--- a/services/QuillLMS/client/app/bundles/Shared/components/shared/checkBox.tsx
+++ b/services/QuillLMS/client/app/bundles/Shared/components/shared/checkBox.tsx
@@ -11,7 +11,7 @@ const DARK = 'dark'
 const LIGHT = 'light'
 
 interface checkboxProps {
-  label: string;
+  label?: string;
   mode?: string;
   onClick?: () => void;
   state?: string;
@@ -61,7 +61,7 @@ export const Checkbox = ({ label, mode=LIGHT, onClick, state, selected, id, }: c
   return (
     <div className="checkbox-container">
       {renderCheckbox()}
-      <label className={labelClass} htmlFor={checkboxId}>{label}</label>
+      {label && <label className={labelClass} htmlFor={checkboxId}>{label}</label>}
     </div>
   );
 };
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/__tests__/__snapshots__/upperFormSection.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/__tests__/__snapshots__/upperFormSection.test.tsx.snap
index 43e4056b83c..5c32014b91f 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/__tests__/__snapshots__/upperFormSection.test.tsx.snap
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/__tests__/__snapshots__/upperFormSection.test.tsx.snap
@@ -100,8 +100,8 @@ exports[`UpperFormSection component should render UpperFormSection 1`] = `
             "value": "AutoML",
           },
           Object {
-            "label": "RAG",
-            "value": "RAG",
+            "label": "GenerativeLabel",
+            "value": "GenerativeLabel",
           },
           Object {
             "label": "GenAI",
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/activities.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/activities.tsx
index 5ec8a8bd7ae..3dcb3c93c72 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/activities.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/activities.tsx
@@ -69,9 +69,9 @@ const Activities = ({ location, match }) => {
 
   const dataTableFields = [
     { name: "Activity ID", attribute:"id", width: "80px", rowSectionClassName: 'center-content', headerClassName: 'center-content', isSortable: true, },
-    { name: "Type", attribute: "ai_type", width: "60px", noTooltip: true, },
+    { name: "Type", attribute: "ai_type", width: "120px", noTooltip: true, },
     { name: "Internal Name", attribute:"notes", width: "250px", isSortable: true, sortAttribute: 'internalNameForSort', },
-    { name: "Activity Name", attribute:"title", width: "660px", isSortable: true, sortAttribute: 'activityNameForSort', },
+    { name: "Activity Name", attribute:"title", width: "600px", isSortable: true, sortAttribute: 'activityNameForSort', headerClassName: 'grow-to-fit', rowSectionClassName: 'grow-to-fit' },
     { name: "Highlight Validation", attribute:"valid_highlights", width: "60px", noTooltip: true, rowSectionClassName: 'center-content', headerClassName: 'center-content' }
   ];
 
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/activateLLMPromptModal.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/activateLLMPromptModal.test.tsx.snap
new file mode 100644
index 00000000000..b2290654261
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/activateLLMPromptModal.test.tsx.snap
@@ -0,0 +1,150 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`ActivateLLMPromptModal renders modal with confirmation message 1`] = `
+<DocumentFragment>
+  <div
+    class="modal-container activate-prompt-modal-container"
+  >
+    <div
+      class="modal-background"
+    />
+    <div
+      class="activate-prompt-modal quill-modal modal-body"
+    >
+      <div
+        class="top-section"
+      >
+        <p>
+          Activating this prompt will make Trial Prompt 123 the Because Prompt for Test Activity.
+          <br />
+          <br />
+          Are you sure you want to activate Trial Prompt 123?
+          <br />
+          <br />
+          Note: You cannot undo this action. You can only replace the prompt with a different Trial Prompt.
+        </p>
+      </div>
+      <div
+        class="button-section"
+      >
+        <button
+          class="quill-button medium outlined focus-on-light"
+          type="button"
+        >
+          Cancel
+        </button>
+        <button
+          class="quill-button medium contained focus-on-light"
+          type="button"
+        >
+          Yes
+        </button>
+      </div>
+    </div>
+  </div>
+</DocumentFragment>
+`;
+
+exports[`ActivateLLMPromptModal shows correct message if activeActivatedLLMPrompt is provided 1`] = `
+<DocumentFragment>
+  <div
+    class="modal-container activate-prompt-modal-container"
+  >
+    <div
+      class="modal-background"
+    />
+    <div
+      class="activate-prompt-modal quill-modal modal-body"
+    >
+      <div
+        class="top-section"
+      >
+        <p>
+          The Because Prompt for Test Activity is currently Trial Prompt 111.
+          <br />
+          <br />
+          Activating this prompt will replace Trial Prompt 111 with Trial Prompt 123.
+          <br />
+          <br />
+          Are you sure you want to make Trial Prompt 123 the Because Prompt?
+        </p>
+      </div>
+      <div
+        class="button-section"
+      >
+        <button
+          class="quill-button medium outlined focus-on-light"
+          type="button"
+        >
+          Cancel
+        </button>
+        <button
+          class="quill-button medium contained focus-on-light"
+          type="button"
+        >
+          Yes
+        </button>
+      </div>
+    </div>
+  </div>
+</DocumentFragment>
+`;
+
+exports[`ActivateLLMPromptModal shows note input and save button after confirmation 1`] = `
+<DocumentFragment>
+  <div
+    class="modal-container activate-prompt-modal-container"
+  >
+    <div
+      class="modal-background"
+    />
+    <div
+      class="activate-prompt-modal quill-modal modal-body"
+    >
+      <div
+        class="top-section"
+      >
+        <p>
+          Please confirm that the following information is correct:
+          <br />
+          <br />
+          Because Prompt for Test Activity: Trial Prompt 123
+        </p>
+        <div
+          class="textarea-wrapper"
+        >
+          <div
+            class="input-container textfield-container  inactive undefined"
+          >
+            <label
+              for="notes"
+            >
+              Add Activation Notes
+            </label>
+            <textarea
+              id="notes"
+              maxlength="10000"
+            />
+          </div>
+        </div>
+      </div>
+      <div
+        class="button-section"
+      >
+        <button
+          class="quill-button medium outlined focus-on-light"
+          type="button"
+        >
+          Cancel
+        </button>
+        <button
+          class="quill-button medium contained focus-on-light"
+          type="button"
+        >
+          Save & Activate
+        </button>
+      </div>
+    </div>
+  </div>
+</DocumentFragment>
+`;
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/activateLLMPromptsSection.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/activateLLMPromptsSection.test.tsx.snap
new file mode 100644
index 00000000000..97f979d1d30
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/activateLLMPromptsSection.test.tsx.snap
@@ -0,0 +1,259 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`ActivatedLLMPromptsSection displays a message when no activated prompts are found 1`] = `
+<DocumentFragment>
+  <section>
+    <div
+      class="section-header"
+    >
+      <h5>
+        <span>
+          Activated Prompts (All Time)
+        </span>
+      </h5>
+    </div>
+    <p>
+      No activated prompts found
+    </p>
+  </section>
+</DocumentFragment>
+`;
+
+exports[`ActivatedLLMPromptsSection displays the table 1`] = `
+<DocumentFragment>
+  <section>
+    <div
+      class="section-header"
+    >
+      <h5>
+        <span>
+          Activated Prompts (All Time)
+        </span>
+      </h5>
+    </div>
+    <table
+      class="data-table activated-llm-prompts-table"
+    >
+      <thead>
+        <tr
+          class="data-table-headers"
+        >
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 60px; min-width: 60px; text-align: left;"
+          >
+            <span>
+              Trial Number
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 60px; min-width: 60px; text-align: left;"
+          >
+            <span>
+              Dataset
+            </span>
+          </th>
+          <th
+            class="data-table-header undefined"
+            scope="col"
+            style="width: 55px; min-width: 55px; text-align: left;"
+          >
+            <span>
+              Activated
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 72px; min-width: 72px; text-align: left;"
+          >
+            <span>
+              Prompt Template
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 46px; min-width: 46px; text-align: right;"
+          >
+            <span>
+              Optimal Prompt Examples
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 56px; min-width: 56px; text-align: right;"
+          >
+            <span>
+              Suboptimal Prompt Examples
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 50px; min-width: 50px; text-align: right;"
+          >
+            <span>
+              Guidelines
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 48px; min-width: 48px; text-align: left;"
+          >
+            <span>
+              Optimal Accuracy
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 58px; min-width: 58px; text-align: left;"
+          >
+            <span>
+              Suboptimal Accuracy
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 50px; min-width: 50px; text-align: right;"
+          >
+            <span>
+              LLM
+            </span>
+          </th>
+          <th
+            class="data-table-header center-content"
+            scope="col"
+            style="width: 35px; min-width: 35px; text-align: right;"
+          >
+            <span>
+              GEval
+            </span>
+          </th>
+          <th
+            class="data-table-header grow-to-fit"
+            scope="col"
+            style="width: 150px; min-width: 150px; text-align: left;"
+          >
+            <span>
+              Notes
+            </span>
+          </th>
+          <th
+            class="data-table-header last-column"
+            scope="col"
+            style="width: 70px; min-width: 70px; text-align: left;"
+          >
+            <span>
+              Actions
+            </span>
+          </th>
+        </tr>
+      </thead>
+      <tbody
+        class="data-table-body"
+      >
+        <tr
+          class="data-table-row  "
+        >
+          <td
+            class="data-table-row-section center-content"
+            style="width: 60px; min-width: 60px; text-align: left;"
+          >
+            <a
+              class="quill-button extra-small outlined"
+              href="/datasets/1/trials/10"
+            >
+              Trial 5
+            </a>
+          </td>
+          <td
+            class="data-table-row-section center-content"
+            style="width: 60px; min-width: 60px; text-align: left;"
+          >
+            Dataset 1.0
+          </td>
+          <td
+            class="data-table-row-section allow-wrap"
+            style="width: 55px; min-width: 55px; text-align: left;"
+          >
+            01/01/23
+          </td>
+          <td
+            class="data-table-row-section center-content allow-wrap"
+            style="width: 72px; min-width: 72px; text-align: left;"
+          >
+            Prompt Name
+          </td>
+          <td
+            class="data-table-row-section center-content"
+            style="width: 46px; min-width: 46px; text-align: right;"
+          >
+            3
+          </td>
+          <td
+            class="data-table-row-section center-content"
+            style="width: 56px; min-width: 56px; text-align: right;"
+          >
+            2
+          </td>
+          <td
+            class="data-table-row-section center-content"
+            style="width: 50px; min-width: 50px; text-align: right;"
+          >
+            1
+          </td>
+          <td
+            class="data-table-row-section center-content allow-wrap"
+            style="width: 48px; min-width: 48px; text-align: left;"
+          >
+            90% (90/100)
+          </td>
+          <td
+            class="data-table-row-section center-content allow-wrap"
+            style="width: 58px; min-width: 58px; text-align: left;"
+          >
+            80% (80/100)
+          </td>
+          <td
+            class="data-table-row-section center-content allow-wrap"
+            style="width: 50px; min-width: 50px; text-align: right;"
+          >
+            1.0.0
+          </td>
+          <td
+            class="data-table-row-section center-content"
+            style="width: 35px; min-width: 35px; text-align: right;"
+          >
+            85
+          </td>
+          <td
+            class="data-table-row-section allow-wrap grow-to-fit"
+            style="width: 150px; min-width: 150px; text-align: left;"
+          >
+            Test Notes
+          </td>
+          <td
+            class="data-table-row-section last-column"
+            style="width: 70px; min-width: 70px; text-align: left;"
+          >
+            <button
+              class="quill-button extra-small outlined"
+              type="button"
+            >
+              View Prompt
+            </button>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+  </section>
+</DocumentFragment>
+`;
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/individualDataset.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/individualDataset.test.tsx.snap
index 3bb176fd07b..f40c2d10d1e 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/individualDataset.test.tsx.snap
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/individualDataset.test.tsx.snap
@@ -65,9 +65,9 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
       </div>
       <a
         class="backlink"
-        href="/cms/evidence#/activities/1/llm-prompt-datasets/and"
+        href="/cms/evidence#/activities/1/llm-prompt-datasets/but"
       >
-        ← Return to And Datasets
+        ← Return to But Datasets
       </a>
     </section>
     <section
@@ -85,6 +85,19 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
         </button>
       </h5>
     </section>
+    <div
+      class="loading-spinner"
+    >
+      <div
+        class="spinner-container"
+      >
+        <img
+          alt="Loading spinner"
+          class="spinner"
+          src="https://assets.quill.org/images/icons/loader_still.svg"
+        />
+      </div>
+    </div>
     <section>
       <div
         class="section-header"
@@ -95,7 +108,7 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
           </span>
           <a
             class="quill-button extra-small grey outlined"
-            href="/cms/evidence#/activities/1/llm-prompt-datasets/and/dataset/1/trials"
+            href="/cms/evidence#/activities/1/llm-prompt-datasets/but/dataset/1/trials"
           >
             New
           </a>
@@ -108,6 +121,92 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
           Compare
         </button>
       </div>
+      <div
+        class="filter-and-button-wrapper"
+      >
+        <div
+          class="dropdown-container input-container inactive has-text not-editable undefined  "
+          role="button"
+          tabindex="0"
+        >
+          <label
+            for="filter"
+          />
+          <div
+            class="dropdown css-b62m3t-container"
+            id="filter"
+          >
+            <span
+              class="css-1f43avz-a11yText-A11yText"
+              id="react-select-5-live-region"
+            />
+            <span
+              aria-atomic="false"
+              aria-live="polite"
+              aria-relevant="additions text"
+              class="css-1f43avz-a11yText-A11yText"
+            />
+            <div
+              class="dropdown__control css-13cymwt-control"
+            >
+              <div
+                class="dropdown__value-container dropdown__value-container--has-value css-1fdsijx-ValueContainer"
+              >
+                <div
+                  class="dropdown__single-value css-1dimb5e-singleValue"
+                >
+                  Show all
+                </div>
+                <div
+                  class="dropdown__input-container css-qbdosj-Input"
+                  data-value=""
+                >
+                  <input
+                    aria-autocomplete="list"
+                    aria-expanded="false"
+                    aria-haspopup="true"
+                    autocapitalize="none"
+                    autocomplete="off"
+                    autocorrect="off"
+                    class="dropdown__input"
+                    id="react-select-5-input"
+                    role="combobox"
+                    spellcheck="false"
+                    style="opacity: 1; width: 100%; grid-area: 1 / 2; min-width: 2px; border: 0px; margin: 0px; outline: 0; padding: 0px;"
+                    tabindex="-1"
+                    type="text"
+                    value=""
+                  />
+                </div>
+              </div>
+              <div
+                class="dropdown__indicators css-1hb7zxy-IndicatorsContainer"
+              >
+                <span
+                  class="dropdown__indicator-separator css-1u9des2-indicatorSeparator"
+                />
+                <div
+                  aria-hidden="true"
+                  class="dropdown__indicator dropdown__dropdown-indicator css-1xc3v61-indicatorContainer"
+                >
+                  <svg
+                    aria-hidden="true"
+                    class="css-tj5bde-Svg"
+                    focusable="false"
+                    height="20"
+                    viewBox="0 0 20 20"
+                    width="20"
+                  >
+                    <path
+                      d="M4.516 7.548c0.436-0.446 1.043-0.481 1.576 0l3.908 3.747 3.908-3.747c0.533-0.481 1.141-0.446 1.574 0 0.436 0.445 0.408 1.197 0 1.615-0.406 0.418-4.695 4.502-4.695 4.502-0.217 0.223-0.502 0.335-0.787 0.335s-0.57-0.112-0.789-0.335c0 0-4.287-4.084-4.695-4.502s-0.436-1.17 0-1.615z"
+                    />
+                  </svg>
+                </div>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
       <table
         class="data-table trials-table"
       >
@@ -118,43 +217,43 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 48px; min-width: 48px; text-align: left;"
+              style="width: 20px; min-width: 20px; text-align: left;"
             >
               <span>
-                Trial Number
+                Star
               </span>
             </th>
             <th
-              class="data-table-header undefined"
+              class="data-table-header center-content"
               scope="col"
               style="width: 60px; min-width: 60px; text-align: left;"
             >
               <span>
-                Created
+                Trial Number
               </span>
             </th>
             <th
-              class="data-table-header center-content"
+              class="data-table-header undefined"
               scope="col"
-              style="width: 65px; min-width: 65px; text-align: left;"
+              style="width: 55px; min-width: 55px; text-align: left;"
             >
               <span>
-                Prompt Template
+                Created
               </span>
             </th>
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 30px; min-width: 30px; text-align: right;"
+              style="width: 75px; min-width: 75px; text-align: left;"
             >
               <span>
-                Temp
+                Prompt Template
               </span>
             </th>
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 54px; min-width: 54px; text-align: right;"
+              style="width: 46px; min-width: 46px; text-align: right;"
             >
               <span>
                 Optimal Prompt Examples
@@ -163,7 +262,7 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 65px; min-width: 65px; text-align: right;"
+              style="width: 56px; min-width: 56px; text-align: right;"
             >
               <span>
                 Suboptimal Prompt Examples
@@ -172,7 +271,7 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 60px; min-width: 60px; text-align: right;"
+              style="width: 50px; min-width: 50px; text-align: right;"
             >
               <span>
                 Guidelines
@@ -181,7 +280,7 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 55px; min-width: 55px; text-align: left;"
+              style="width: 48px; min-width: 48px; text-align: left;"
             >
               <span>
                 Optimal Accuracy
@@ -190,7 +289,7 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 64px; min-width: 64px; text-align: left;"
+              style="width: 58px; min-width: 58px; text-align: left;"
             >
               <span>
                 Suboptimal Accuracy
@@ -226,7 +325,7 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 70px; min-width: 70px; text-align: right;"
+              style="width: 30px; min-width: 30px; text-align: right;"
             >
               <span>
                 Status
@@ -235,19 +334,19 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 45px; min-width: 45px; text-align: left;"
+              style="width: 40px; min-width: 40px; text-align: left;"
             >
               <span>
-                Actions
+                Compare
               </span>
             </th>
             <th
-              class="data-table-header center-content last-column"
+              class="data-table-header last-column"
               scope="col"
-              style="width: 50px; min-width: 50px; text-align: left;"
+              style="width: 53px; min-width: 53px; text-align: left;"
             >
               <span>
-                Compare
+                Activate?
               </span>
             </th>
           </tr>
@@ -259,20 +358,38 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             class="data-table-row  "
           >
             <td
-              class="data-table-row-section center-content allow-wrap"
-              style="width: 48px; min-width: 48px; text-align: left;"
+              class="data-table-row-section center-content"
+              style="width: 20px; min-width: 20px; text-align: left;"
             >
-              Trial 1
+              <button
+                class="interactive-wrapper focus-on-light"
+                type="button"
+              >
+                <i
+                  class="far fa-star"
+                />
+              </button>
             </td>
             <td
-              class="data-table-row-section allow-wrap"
+              class="data-table-row-section undefined"
               style="width: 60px; min-width: 60px; text-align: left;"
+            >
+              <a
+                class="quill-button extra-small outlined"
+                href="/cms/evidence#/activities/1/llm-prompt-datasets/but/dataset/1/trials/101"
+              >
+                Trial 1
+              </a>
+            </td>
+            <td
+              class="data-table-row-section allow-wrap"
+              style="width: 55px; min-width: 55px; text-align: left;"
             >
               05/13/24
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 65px; min-width: 65px; text-align: left;"
+              style="width: 75px; min-width: 75px; text-align: left;"
             >
               LLM Prompt Name
             </td>
@@ -282,12 +399,12 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 30px; min-width: 30px; text-align: right;"
+                style="width: 46px; min-width: 46px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 30px; min-width: 30px; text-align: right;"
+                  style="width: 46px; min-width: 46px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -307,12 +424,12 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 54px; min-width: 54px; text-align: right;"
+                style="width: 56px; min-width: 56px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 54px; min-width: 54px; text-align: right;"
+                  style="width: 56px; min-width: 56px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -326,22 +443,18 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
                 </span>
               </span>
             </td>
-            <td
-              class="data-table-row-section center-content"
-              style="width: 65px; min-width: 65px; text-align: right;"
-            />
             <td>
               <span
                 aria-expanded="false"
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 60px; min-width: 60px; text-align: right;"
+                style="width: 50px; min-width: 50px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 60px; min-width: 60px; text-align: right;"
+                  style="width: 50px; min-width: 50px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -357,13 +470,13 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 55px; min-width: 55px; text-align: left;"
+              style="width: 48px; min-width: 48px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 64px; min-width: 64px; text-align: left;"
+              style="width: 58px; min-width: 58px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
@@ -421,50 +534,93 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
               class="data-table-row-section allow-wrap grow-to-fit"
               style="width: 150px; min-width: 150px; text-align: right;"
             />
+            <td>
+              <span
+                aria-expanded="false"
+                aria-haspopup="true"
+                class="quill-tooltip-trigger "
+                role="button"
+                style="width: 30px; min-width: 30px; text-align: right;"
+                tabindex="0"
+              >
+                <span
+                  class="data-table-row-section center-content"
+                  style="width: 30px; min-width: 30px; text-align: right;"
+                />
+                <span
+                  class="quill-tooltip-wrapper"
+                >
+                  <span
+                    aria-live="polite"
+                    class="quill-tooltip"
+                    id="tooltip"
+                    role="tooltip"
+                  />
+                </span>
+              </span>
+            </td>
             <td
               class="data-table-row-section center-content"
-              style="width: 70px; min-width: 70px; text-align: right;"
-            />
-            <td
-              class="data-table-row-section undefined"
-              style="width: 45px; min-width: 45px; text-align: left;"
+              style="width: 40px; min-width: 40px; text-align: left;"
             >
-              <a
-                class="quill-button extra-small outlined"
-                href="/cms/evidence#/activities/1/llm-prompt-datasets/and/dataset/1/trials/101"
+              <div
+                class="checkbox-container"
               >
-                View
-              </a>
+                <button
+                  aria-checked="false"
+                  class="quill-checkbox unselected light focus-on-light"
+                  role="checkbox"
+                  type="button"
+                />
+              </div>
             </td>
             <td
-              class="data-table-row-section center-content last-column"
-              style="width: 50px; min-width: 50px; text-align: left;"
+              class="data-table-row-section last-column"
+              style="width: 53px; min-width: 53px; text-align: left;"
             >
-              <button
-                aria-label="Unchecked checkbox"
-                class="quill-checkbox unselected"
-                type="button"
-              />
+              <span
+                class="active-activated-cell"
+              >
+                Activated
+              </span>
             </td>
           </tr>
           <tr
             class="data-table-row  "
           >
             <td
-              class="data-table-row-section center-content allow-wrap"
-              style="width: 48px; min-width: 48px; text-align: left;"
+              class="data-table-row-section center-content"
+              style="width: 20px; min-width: 20px; text-align: left;"
             >
-              Trial 2
+              <button
+                class="interactive-wrapper focus-on-light"
+                type="button"
+              >
+                <i
+                  class="far fa-star"
+                />
+              </button>
             </td>
             <td
-              class="data-table-row-section allow-wrap"
+              class="data-table-row-section undefined"
               style="width: 60px; min-width: 60px; text-align: left;"
+            >
+              <a
+                class="quill-button extra-small outlined"
+                href="/cms/evidence#/activities/1/llm-prompt-datasets/but/dataset/1/trials/102"
+              >
+                Trial 2
+              </a>
+            </td>
+            <td
+              class="data-table-row-section allow-wrap"
+              style="width: 55px; min-width: 55px; text-align: left;"
             >
               05/13/24
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 65px; min-width: 65px; text-align: left;"
+              style="width: 75px; min-width: 75px; text-align: left;"
             >
               LLM Prompt Name
             </td>
@@ -474,12 +630,12 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 30px; min-width: 30px; text-align: right;"
+                style="width: 46px; min-width: 46px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 30px; min-width: 30px; text-align: right;"
+                  style="width: 46px; min-width: 46px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -499,12 +655,12 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 54px; min-width: 54px; text-align: right;"
+                style="width: 56px; min-width: 56px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 54px; min-width: 54px; text-align: right;"
+                  style="width: 56px; min-width: 56px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -518,22 +674,18 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
                 </span>
               </span>
             </td>
-            <td
-              class="data-table-row-section center-content"
-              style="width: 65px; min-width: 65px; text-align: right;"
-            />
             <td>
               <span
                 aria-expanded="false"
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 60px; min-width: 60px; text-align: right;"
+                style="width: 50px; min-width: 50px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 60px; min-width: 60px; text-align: right;"
+                  style="width: 50px; min-width: 50px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -549,13 +701,13 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 55px; min-width: 55px; text-align: left;"
+              style="width: 48px; min-width: 48px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 64px; min-width: 64px; text-align: left;"
+              style="width: 58px; min-width: 58px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
@@ -613,30 +765,55 @@ exports[`IndividualDataset matches snapshot when it is a data subset 1`] = `
               class="data-table-row-section allow-wrap grow-to-fit"
               style="width: 150px; min-width: 150px; text-align: right;"
             />
+            <td>
+              <span
+                aria-expanded="false"
+                aria-haspopup="true"
+                class="quill-tooltip-trigger "
+                role="button"
+                style="width: 30px; min-width: 30px; text-align: right;"
+                tabindex="0"
+              >
+                <span
+                  class="data-table-row-section center-content"
+                  style="width: 30px; min-width: 30px; text-align: right;"
+                />
+                <span
+                  class="quill-tooltip-wrapper"
+                >
+                  <span
+                    aria-live="polite"
+                    class="quill-tooltip"
+                    id="tooltip"
+                    role="tooltip"
+                  />
+                </span>
+              </span>
+            </td>
             <td
               class="data-table-row-section center-content"
-              style="width: 70px; min-width: 70px; text-align: right;"
-            />
-            <td
-              class="data-table-row-section undefined"
-              style="width: 45px; min-width: 45px; text-align: left;"
+              style="width: 40px; min-width: 40px; text-align: left;"
             >
-              <a
-                class="quill-button extra-small outlined"
-                href="/cms/evidence#/activities/1/llm-prompt-datasets/and/dataset/1/trials/102"
+              <div
+                class="checkbox-container"
               >
-                View
-              </a>
+                <button
+                  aria-checked="false"
+                  class="quill-checkbox unselected light focus-on-light"
+                  role="checkbox"
+                  type="button"
+                />
+              </div>
             </td>
             <td
-              class="data-table-row-section center-content last-column"
-              style="width: 50px; min-width: 50px; text-align: left;"
+              class="data-table-row-section last-column"
+              style="width: 53px; min-width: 53px; text-align: left;"
             >
-              <button
-                aria-label="Unchecked checkbox"
-                class="quill-checkbox unselected"
-                type="button"
-              />
+              <span
+                class="active-activated-cell"
+              >
+                Activated
+              </span>
             </td>
           </tr>
         </tbody>
@@ -972,9 +1149,9 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
       </div>
       <a
         class="backlink"
-        href="/cms/evidence#/activities/1/llm-prompt-datasets/and"
+        href="/cms/evidence#/activities/1/llm-prompt-datasets/but"
       >
-        ← Return to And Datasets
+        ← Return to But Datasets
       </a>
     </section>
     <section
@@ -992,6 +1169,19 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
         </button>
       </h5>
     </section>
+    <div
+      class="loading-spinner"
+    >
+      <div
+        class="spinner-container"
+      >
+        <img
+          alt="Loading spinner"
+          class="spinner"
+          src="https://assets.quill.org/images/icons/loader_still.svg"
+        />
+      </div>
+    </div>
     <section>
       <div
         class="section-header"
@@ -1002,7 +1192,7 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
           </span>
           <a
             class="quill-button extra-small grey outlined"
-            href="/cms/evidence#/activities/1/llm-prompt-datasets/and/dataset/1/trials"
+            href="/cms/evidence#/activities/1/llm-prompt-datasets/but/dataset/1/trials"
           >
             New
           </a>
@@ -1015,6 +1205,92 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
           Compare
         </button>
       </div>
+      <div
+        class="filter-and-button-wrapper"
+      >
+        <div
+          class="dropdown-container input-container inactive has-text not-editable undefined  "
+          role="button"
+          tabindex="0"
+        >
+          <label
+            for="filter"
+          />
+          <div
+            class="dropdown css-b62m3t-container"
+            id="filter"
+          >
+            <span
+              class="css-1f43avz-a11yText-A11yText"
+              id="react-select-4-live-region"
+            />
+            <span
+              aria-atomic="false"
+              aria-live="polite"
+              aria-relevant="additions text"
+              class="css-1f43avz-a11yText-A11yText"
+            />
+            <div
+              class="dropdown__control css-13cymwt-control"
+            >
+              <div
+                class="dropdown__value-container dropdown__value-container--has-value css-1fdsijx-ValueContainer"
+              >
+                <div
+                  class="dropdown__single-value css-1dimb5e-singleValue"
+                >
+                  Show all
+                </div>
+                <div
+                  class="dropdown__input-container css-qbdosj-Input"
+                  data-value=""
+                >
+                  <input
+                    aria-autocomplete="list"
+                    aria-expanded="false"
+                    aria-haspopup="true"
+                    autocapitalize="none"
+                    autocomplete="off"
+                    autocorrect="off"
+                    class="dropdown__input"
+                    id="react-select-4-input"
+                    role="combobox"
+                    spellcheck="false"
+                    style="opacity: 1; width: 100%; grid-area: 1 / 2; min-width: 2px; border: 0px; margin: 0px; outline: 0; padding: 0px;"
+                    tabindex="-1"
+                    type="text"
+                    value=""
+                  />
+                </div>
+              </div>
+              <div
+                class="dropdown__indicators css-1hb7zxy-IndicatorsContainer"
+              >
+                <span
+                  class="dropdown__indicator-separator css-1u9des2-indicatorSeparator"
+                />
+                <div
+                  aria-hidden="true"
+                  class="dropdown__indicator dropdown__dropdown-indicator css-1xc3v61-indicatorContainer"
+                >
+                  <svg
+                    aria-hidden="true"
+                    class="css-tj5bde-Svg"
+                    focusable="false"
+                    height="20"
+                    viewBox="0 0 20 20"
+                    width="20"
+                  >
+                    <path
+                      d="M4.516 7.548c0.436-0.446 1.043-0.481 1.576 0l3.908 3.747 3.908-3.747c0.533-0.481 1.141-0.446 1.574 0 0.436 0.445 0.408 1.197 0 1.615-0.406 0.418-4.695 4.502-4.695 4.502-0.217 0.223-0.502 0.335-0.787 0.335s-0.57-0.112-0.789-0.335c0 0-4.287-4.084-4.695-4.502s-0.436-1.17 0-1.615z"
+                    />
+                  </svg>
+                </div>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
       <table
         class="data-table trials-table"
       >
@@ -1025,43 +1301,43 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 48px; min-width: 48px; text-align: left;"
+              style="width: 20px; min-width: 20px; text-align: left;"
             >
               <span>
-                Trial Number
+                Star
               </span>
             </th>
             <th
-              class="data-table-header undefined"
+              class="data-table-header center-content"
               scope="col"
               style="width: 60px; min-width: 60px; text-align: left;"
             >
               <span>
-                Created
+                Trial Number
               </span>
             </th>
             <th
-              class="data-table-header center-content"
+              class="data-table-header undefined"
               scope="col"
-              style="width: 65px; min-width: 65px; text-align: left;"
+              style="width: 55px; min-width: 55px; text-align: left;"
             >
               <span>
-                Prompt Template
+                Created
               </span>
             </th>
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 30px; min-width: 30px; text-align: right;"
+              style="width: 75px; min-width: 75px; text-align: left;"
             >
               <span>
-                Temp
+                Prompt Template
               </span>
             </th>
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 54px; min-width: 54px; text-align: right;"
+              style="width: 46px; min-width: 46px; text-align: right;"
             >
               <span>
                 Optimal Prompt Examples
@@ -1070,7 +1346,7 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 65px; min-width: 65px; text-align: right;"
+              style="width: 56px; min-width: 56px; text-align: right;"
             >
               <span>
                 Suboptimal Prompt Examples
@@ -1079,7 +1355,7 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 60px; min-width: 60px; text-align: right;"
+              style="width: 50px; min-width: 50px; text-align: right;"
             >
               <span>
                 Guidelines
@@ -1088,7 +1364,7 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 55px; min-width: 55px; text-align: left;"
+              style="width: 48px; min-width: 48px; text-align: left;"
             >
               <span>
                 Optimal Accuracy
@@ -1097,7 +1373,7 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 64px; min-width: 64px; text-align: left;"
+              style="width: 58px; min-width: 58px; text-align: left;"
             >
               <span>
                 Suboptimal Accuracy
@@ -1133,7 +1409,7 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 70px; min-width: 70px; text-align: right;"
+              style="width: 30px; min-width: 30px; text-align: right;"
             >
               <span>
                 Status
@@ -1142,19 +1418,19 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             <th
               class="data-table-header center-content"
               scope="col"
-              style="width: 45px; min-width: 45px; text-align: left;"
+              style="width: 40px; min-width: 40px; text-align: left;"
             >
               <span>
-                Actions
+                Compare
               </span>
             </th>
             <th
-              class="data-table-header center-content last-column"
+              class="data-table-header last-column"
               scope="col"
-              style="width: 50px; min-width: 50px; text-align: left;"
+              style="width: 53px; min-width: 53px; text-align: left;"
             >
               <span>
-                Compare
+                Activate?
               </span>
             </th>
           </tr>
@@ -1166,20 +1442,38 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             class="data-table-row  "
           >
             <td
-              class="data-table-row-section center-content allow-wrap"
-              style="width: 48px; min-width: 48px; text-align: left;"
+              class="data-table-row-section center-content"
+              style="width: 20px; min-width: 20px; text-align: left;"
             >
-              Trial 1
+              <button
+                class="interactive-wrapper focus-on-light"
+                type="button"
+              >
+                <i
+                  class="far fa-star"
+                />
+              </button>
             </td>
             <td
-              class="data-table-row-section allow-wrap"
+              class="data-table-row-section undefined"
               style="width: 60px; min-width: 60px; text-align: left;"
+            >
+              <a
+                class="quill-button extra-small outlined"
+                href="/cms/evidence#/activities/1/llm-prompt-datasets/but/dataset/1/trials/101"
+              >
+                Trial 1
+              </a>
+            </td>
+            <td
+              class="data-table-row-section allow-wrap"
+              style="width: 55px; min-width: 55px; text-align: left;"
             >
               05/13/24
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 65px; min-width: 65px; text-align: left;"
+              style="width: 75px; min-width: 75px; text-align: left;"
             >
               LLM Prompt Name
             </td>
@@ -1189,12 +1483,12 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 30px; min-width: 30px; text-align: right;"
+                style="width: 46px; min-width: 46px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 30px; min-width: 30px; text-align: right;"
+                  style="width: 46px; min-width: 46px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -1214,12 +1508,12 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 54px; min-width: 54px; text-align: right;"
+                style="width: 56px; min-width: 56px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 54px; min-width: 54px; text-align: right;"
+                  style="width: 56px; min-width: 56px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -1233,22 +1527,18 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
                 </span>
               </span>
             </td>
-            <td
-              class="data-table-row-section center-content"
-              style="width: 65px; min-width: 65px; text-align: right;"
-            />
             <td>
               <span
                 aria-expanded="false"
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 60px; min-width: 60px; text-align: right;"
+                style="width: 50px; min-width: 50px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 60px; min-width: 60px; text-align: right;"
+                  style="width: 50px; min-width: 50px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -1264,13 +1554,13 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 55px; min-width: 55px; text-align: left;"
+              style="width: 48px; min-width: 48px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 64px; min-width: 64px; text-align: left;"
+              style="width: 58px; min-width: 58px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
@@ -1328,50 +1618,93 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
               class="data-table-row-section allow-wrap grow-to-fit"
               style="width: 150px; min-width: 150px; text-align: right;"
             />
+            <td>
+              <span
+                aria-expanded="false"
+                aria-haspopup="true"
+                class="quill-tooltip-trigger "
+                role="button"
+                style="width: 30px; min-width: 30px; text-align: right;"
+                tabindex="0"
+              >
+                <span
+                  class="data-table-row-section center-content"
+                  style="width: 30px; min-width: 30px; text-align: right;"
+                />
+                <span
+                  class="quill-tooltip-wrapper"
+                >
+                  <span
+                    aria-live="polite"
+                    class="quill-tooltip"
+                    id="tooltip"
+                    role="tooltip"
+                  />
+                </span>
+              </span>
+            </td>
             <td
               class="data-table-row-section center-content"
-              style="width: 70px; min-width: 70px; text-align: right;"
-            />
-            <td
-              class="data-table-row-section undefined"
-              style="width: 45px; min-width: 45px; text-align: left;"
+              style="width: 40px; min-width: 40px; text-align: left;"
             >
-              <a
-                class="quill-button extra-small outlined"
-                href="/cms/evidence#/activities/1/llm-prompt-datasets/and/dataset/1/trials/101"
+              <div
+                class="checkbox-container"
               >
-                View
-              </a>
+                <button
+                  aria-checked="false"
+                  class="quill-checkbox unselected light focus-on-light"
+                  role="checkbox"
+                  type="button"
+                />
+              </div>
             </td>
             <td
-              class="data-table-row-section center-content last-column"
-              style="width: 50px; min-width: 50px; text-align: left;"
+              class="data-table-row-section last-column"
+              style="width: 53px; min-width: 53px; text-align: left;"
             >
-              <button
-                aria-label="Unchecked checkbox"
-                class="quill-checkbox unselected"
-                type="button"
-              />
+              <span
+                class="active-activated-cell"
+              >
+                Activated
+              </span>
             </td>
           </tr>
           <tr
             class="data-table-row  "
           >
             <td
-              class="data-table-row-section center-content allow-wrap"
-              style="width: 48px; min-width: 48px; text-align: left;"
+              class="data-table-row-section center-content"
+              style="width: 20px; min-width: 20px; text-align: left;"
             >
-              Trial 2
+              <button
+                class="interactive-wrapper focus-on-light"
+                type="button"
+              >
+                <i
+                  class="far fa-star"
+                />
+              </button>
             </td>
             <td
-              class="data-table-row-section allow-wrap"
+              class="data-table-row-section undefined"
               style="width: 60px; min-width: 60px; text-align: left;"
+            >
+              <a
+                class="quill-button extra-small outlined"
+                href="/cms/evidence#/activities/1/llm-prompt-datasets/but/dataset/1/trials/102"
+              >
+                Trial 2
+              </a>
+            </td>
+            <td
+              class="data-table-row-section allow-wrap"
+              style="width: 55px; min-width: 55px; text-align: left;"
             >
               05/13/24
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 65px; min-width: 65px; text-align: left;"
+              style="width: 75px; min-width: 75px; text-align: left;"
             >
               LLM Prompt Name
             </td>
@@ -1381,12 +1714,12 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 30px; min-width: 30px; text-align: right;"
+                style="width: 46px; min-width: 46px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 30px; min-width: 30px; text-align: right;"
+                  style="width: 46px; min-width: 46px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -1406,12 +1739,12 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 54px; min-width: 54px; text-align: right;"
+                style="width: 56px; min-width: 56px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 54px; min-width: 54px; text-align: right;"
+                  style="width: 56px; min-width: 56px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -1425,22 +1758,18 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
                 </span>
               </span>
             </td>
-            <td
-              class="data-table-row-section center-content"
-              style="width: 65px; min-width: 65px; text-align: right;"
-            />
             <td>
               <span
                 aria-expanded="false"
                 aria-haspopup="true"
                 class="quill-tooltip-trigger "
                 role="button"
-                style="width: 60px; min-width: 60px; text-align: right;"
+                style="width: 50px; min-width: 50px; text-align: right;"
                 tabindex="0"
               >
                 <span
                   class="data-table-row-section center-content"
-                  style="width: 60px; min-width: 60px; text-align: right;"
+                  style="width: 50px; min-width: 50px; text-align: right;"
                 />
                 <span
                   class="quill-tooltip-wrapper"
@@ -1456,13 +1785,13 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 55px; min-width: 55px; text-align: left;"
+              style="width: 48px; min-width: 48px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
             <td
               class="data-table-row-section center-content allow-wrap"
-              style="width: 64px; min-width: 64px; text-align: left;"
+              style="width: 58px; min-width: 58px; text-align: left;"
             >
               NaN% (undefined/undefined)
             </td>
@@ -1520,30 +1849,55 @@ exports[`IndividualDataset matches snapshot when the dataset is whole 1`] = `
               class="data-table-row-section allow-wrap grow-to-fit"
               style="width: 150px; min-width: 150px; text-align: right;"
             />
+            <td>
+              <span
+                aria-expanded="false"
+                aria-haspopup="true"
+                class="quill-tooltip-trigger "
+                role="button"
+                style="width: 30px; min-width: 30px; text-align: right;"
+                tabindex="0"
+              >
+                <span
+                  class="data-table-row-section center-content"
+                  style="width: 30px; min-width: 30px; text-align: right;"
+                />
+                <span
+                  class="quill-tooltip-wrapper"
+                >
+                  <span
+                    aria-live="polite"
+                    class="quill-tooltip"
+                    id="tooltip"
+                    role="tooltip"
+                  />
+                </span>
+              </span>
+            </td>
             <td
               class="data-table-row-section center-content"
-              style="width: 70px; min-width: 70px; text-align: right;"
-            />
-            <td
-              class="data-table-row-section undefined"
-              style="width: 45px; min-width: 45px; text-align: left;"
+              style="width: 40px; min-width: 40px; text-align: left;"
             >
-              <a
-                class="quill-button extra-small outlined"
-                href="/cms/evidence#/activities/1/llm-prompt-datasets/and/dataset/1/trials/102"
+              <div
+                class="checkbox-container"
               >
-                View
-              </a>
+                <button
+                  aria-checked="false"
+                  class="quill-checkbox unselected light focus-on-light"
+                  role="checkbox"
+                  type="button"
+                />
+              </div>
             </td>
             <td
-              class="data-table-row-section center-content last-column"
-              style="width: 50px; min-width: 50px; text-align: left;"
+              class="data-table-row-section last-column"
+              style="width: 53px; min-width: 53px; text-align: left;"
             >
-              <button
-                aria-label="Unchecked checkbox"
-                class="quill-checkbox unselected"
-                type="button"
-              />
+              <span
+                class="active-activated-cell"
+              >
+                Activated
+              </span>
             </td>
           </tr>
         </tbody>
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/trialsSection.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/trialsSection.test.tsx.snap
index 654b1bd5980..6923222a35b 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/trialsSection.test.tsx.snap
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/__snapshots__/trialsSection.test.tsx.snap
@@ -12,7 +12,7 @@ exports[`TrialsSection matches the snapshot 1`] = `
         </span>
         <a
           class="quill-button extra-small grey outlined"
-          href="undefined/trials"
+          href="/datasets/trials"
         >
           New
         </a>
@@ -25,6 +25,92 @@ exports[`TrialsSection matches the snapshot 1`] = `
         Compare
       </button>
     </div>
+    <div
+      class="filter-and-button-wrapper"
+    >
+      <div
+        class="dropdown-container input-container inactive has-text not-editable undefined  "
+        role="button"
+        tabindex="0"
+      >
+        <label
+          for="filter"
+        />
+        <div
+          class="dropdown css-b62m3t-container"
+          id="filter"
+        >
+          <span
+            class="css-1f43avz-a11yText-A11yText"
+            id="react-select-2-live-region"
+          />
+          <span
+            aria-atomic="false"
+            aria-live="polite"
+            aria-relevant="additions text"
+            class="css-1f43avz-a11yText-A11yText"
+          />
+          <div
+            class="dropdown__control css-13cymwt-control"
+          >
+            <div
+              class="dropdown__value-container dropdown__value-container--has-value css-1fdsijx-ValueContainer"
+            >
+              <div
+                class="dropdown__single-value css-1dimb5e-singleValue"
+              >
+                Show all
+              </div>
+              <div
+                class="dropdown__input-container css-qbdosj-Input"
+                data-value=""
+              >
+                <input
+                  aria-autocomplete="list"
+                  aria-expanded="false"
+                  aria-haspopup="true"
+                  autocapitalize="none"
+                  autocomplete="off"
+                  autocorrect="off"
+                  class="dropdown__input"
+                  id="react-select-2-input"
+                  role="combobox"
+                  spellcheck="false"
+                  style="opacity: 1; width: 100%; grid-area: 1 / 2; min-width: 2px; border: 0px; margin: 0px; outline: 0; padding: 0px;"
+                  tabindex="-1"
+                  type="text"
+                  value=""
+                />
+              </div>
+            </div>
+            <div
+              class="dropdown__indicators css-1hb7zxy-IndicatorsContainer"
+            >
+              <span
+                class="dropdown__indicator-separator css-1u9des2-indicatorSeparator"
+              />
+              <div
+                aria-hidden="true"
+                class="dropdown__indicator dropdown__dropdown-indicator css-1xc3v61-indicatorContainer"
+              >
+                <svg
+                  aria-hidden="true"
+                  class="css-tj5bde-Svg"
+                  focusable="false"
+                  height="20"
+                  viewBox="0 0 20 20"
+                  width="20"
+                >
+                  <path
+                    d="M4.516 7.548c0.436-0.446 1.043-0.481 1.576 0l3.908 3.747 3.908-3.747c0.533-0.481 1.141-0.446 1.574 0 0.436 0.445 0.408 1.197 0 1.615-0.406 0.418-4.695 4.502-4.695 4.502-0.217 0.223-0.502 0.335-0.787 0.335s-0.57-0.112-0.789-0.335c0 0-4.287-4.084-4.695-4.502s-0.436-1.17 0-1.615z"
+                  />
+                </svg>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+    </div>
     <table
       class="data-table trials-table"
     >
@@ -35,43 +121,43 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 48px; min-width: 48px; text-align: left;"
+            style="width: 20px; min-width: 20px; text-align: left;"
           >
             <span>
-              Trial Number
+              Star
             </span>
           </th>
           <th
-            class="data-table-header undefined"
+            class="data-table-header center-content"
             scope="col"
             style="width: 60px; min-width: 60px; text-align: left;"
           >
             <span>
-              Created
+              Trial Number
             </span>
           </th>
           <th
-            class="data-table-header center-content"
+            class="data-table-header undefined"
             scope="col"
-            style="width: 65px; min-width: 65px; text-align: left;"
+            style="width: 55px; min-width: 55px; text-align: left;"
           >
             <span>
-              Prompt Template
+              Created
             </span>
           </th>
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 30px; min-width: 30px; text-align: right;"
+            style="width: 75px; min-width: 75px; text-align: left;"
           >
             <span>
-              Temp
+              Prompt Template
             </span>
           </th>
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 54px; min-width: 54px; text-align: right;"
+            style="width: 46px; min-width: 46px; text-align: right;"
           >
             <span>
               Optimal Prompt Examples
@@ -80,7 +166,7 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 65px; min-width: 65px; text-align: right;"
+            style="width: 56px; min-width: 56px; text-align: right;"
           >
             <span>
               Suboptimal Prompt Examples
@@ -89,7 +175,7 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 60px; min-width: 60px; text-align: right;"
+            style="width: 50px; min-width: 50px; text-align: right;"
           >
             <span>
               Guidelines
@@ -98,7 +184,7 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 55px; min-width: 55px; text-align: left;"
+            style="width: 48px; min-width: 48px; text-align: left;"
           >
             <span>
               Optimal Accuracy
@@ -107,7 +193,7 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 64px; min-width: 64px; text-align: left;"
+            style="width: 58px; min-width: 58px; text-align: left;"
           >
             <span>
               Suboptimal Accuracy
@@ -116,7 +202,7 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 50px; min-width: 50px; text-align: left;"
+            style="width: 50px; min-width: 50px; text-align: right;"
           >
             <span>
               LLM
@@ -143,7 +229,7 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 70px; min-width: 70px; text-align: left;"
+            style="width: 30px; min-width: 30px; text-align: right;"
           >
             <span>
               Status
@@ -152,19 +238,19 @@ exports[`TrialsSection matches the snapshot 1`] = `
           <th
             class="data-table-header center-content"
             scope="col"
-            style="width: 45px; min-width: 45px; text-align: left;"
+            style="width: 40px; min-width: 40px; text-align: left;"
           >
             <span>
-              Actions
+              Compare
             </span>
           </th>
           <th
-            class="data-table-header center-content last-column"
+            class="data-table-header last-column"
             scope="col"
-            style="width: 50px; min-width: 50px; text-align: left;"
+            style="width: 53px; min-width: 53px; text-align: left;"
           >
             <span>
-              Compare
+              Activate?
             </span>
           </th>
         </tr>
@@ -176,83 +262,76 @@ exports[`TrialsSection matches the snapshot 1`] = `
           class="data-table-row  "
         >
           <td
-            class="data-table-row-section center-content allow-wrap"
-            style="width: 48px; min-width: 48px; text-align: left;"
+            class="data-table-row-section center-content"
+            style="width: 20px; min-width: 20px; text-align: left;"
           >
-            Trial 101
+            <button
+              class="interactive-wrapper focus-on-light"
+              type="button"
+            >
+              <i
+                class="fas fa-star"
+              />
+            </button>
           </td>
           <td
-            class="data-table-row-section allow-wrap"
+            class="data-table-row-section undefined"
             style="width: 60px; min-width: 60px; text-align: left;"
           >
-            01/01/24
+            <a
+              class="quill-button extra-small outlined"
+              href="/datasets/trials/1"
+            >
+              Trial 101
+            </a>
           </td>
           <td
-            class="data-table-row-section center-content allow-wrap"
-            style="width: 65px; min-width: 65px; text-align: left;"
+            class="data-table-row-section allow-wrap"
+            style="width: 55px; min-width: 55px; text-align: left;"
           >
-            Prompt A
+            10/01/24
           </td>
           <td
-            class="data-table-row-section center-content"
-            style="width: 30px; min-width: 30px; text-align: right;"
+            class="data-table-row-section center-content allow-wrap"
+            style="width: 75px; min-width: 75px; text-align: left;"
           >
-            0.7
+            Prompt A
           </td>
           <td
             class="data-table-row-section center-content"
-            style="width: 54px; min-width: 54px; text-align: right;"
+            style="width: 46px; min-width: 46px; text-align: right;"
           >
             3
           </td>
           <td
             class="data-table-row-section center-content"
-            style="width: 65px; min-width: 65px; text-align: right;"
+            style="width: 56px; min-width: 56px; text-align: right;"
           >
             2
           </td>
-          <td>
-            <span
-              aria-expanded="false"
-              aria-haspopup="true"
-              class="quill-tooltip-trigger "
-              role="button"
-              style="width: 60px; min-width: 60px; text-align: right;"
-              tabindex="0"
-            >
-              <span
-                class="data-table-row-section center-content"
-                style="width: 60px; min-width: 60px; text-align: right;"
-              />
-              <span
-                class="quill-tooltip-wrapper"
-              >
-                <span
-                  aria-live="polite"
-                  class="quill-tooltip"
-                  id="tooltip"
-                  role="tooltip"
-                />
-              </span>
-            </span>
+          <td
+            class="data-table-row-section center-content"
+            style="width: 50px; min-width: 50px; text-align: right;"
+          >
+            9
           </td>
           <td
             class="data-table-row-section center-content allow-wrap"
-            style="width: 55px; min-width: 55px; text-align: left;"
+            style="width: 48px; min-width: 48px; text-align: left;"
           >
             71% (5/7)
           </td>
           <td
             class="data-table-row-section center-content allow-wrap"
-            style="width: 64px; min-width: 64px; text-align: left;"
+            style="width: 58px; min-width: 58px; text-align: left;"
           >
             50% (3/6)
           </td>
           <td
             class="data-table-row-section center-content allow-wrap"
-            style="width: 50px; min-width: 50px; text-align: left;"
+            style="width: 50px; min-width: 50px; text-align: right;"
           >
-            v1.0
+            2
           </td>
           <td
             class="data-table-row-section center-content"
@@ -266,115 +345,132 @@ exports[`TrialsSection matches the snapshot 1`] = `
           >
             Trial notes 1
           </td>
-          <td
-            class="data-table-row-section center-content"
-            style="width: 70px; min-width: 70px; text-align: left;"
-          >
-            Completed
+          <td>
+            <span
+              aria-expanded="false"
+              aria-haspopup="true"
+              class="quill-tooltip-trigger "
+              role="button"
+              style="width: 30px; min-width: 30px; text-align: right;"
+              tabindex="0"
+            >
+              <span
+                class="data-table-row-section center-content"
+                style="width: 30px; min-width: 30px; text-align: right;"
+              />
+              <span
+                class="quill-tooltip-wrapper"
+              >
+                <span
+                  aria-live="polite"
+                  class="quill-tooltip"
+                  id="tooltip"
+                  role="tooltip"
+                />
+              </span>
+            </span>
           </td>
           <td
-            class="data-table-row-section undefined"
-            style="width: 45px; min-width: 45px; text-align: left;"
+            class="data-table-row-section center-content"
+            style="width: 40px; min-width: 40px; text-align: left;"
           >
-            <a
-              class="quill-button extra-small outlined"
-              href="undefined/trials/1"
+            <div
+              class="checkbox-container"
             >
-              View
-            </a>
+              <button
+                aria-checked="false"
+                class="quill-checkbox unselected light focus-on-light"
+                role="checkbox"
+                type="button"
+              />
+            </div>
           </td>
           <td
-            class="data-table-row-section center-content last-column"
-            style="width: 50px; min-width: 50px; text-align: left;"
+            class="data-table-row-section last-column"
+            style="width: 53px; min-width: 53px; text-align: left;"
           >
             <button
-              aria-label="Unchecked checkbox"
-              class="quill-checkbox unselected"
+              class="quill-button extra-small outlined"
               type="button"
-            />
+            >
+              Activate
+            </button>
           </td>
         </tr>
         <tr
           class="data-table-row  "
         >
           <td
-            class="data-table-row-section center-content allow-wrap"
-            style="width: 48px; min-width: 48px; text-align: left;"
+            class="data-table-row-section center-content"
+            style="width: 20px; min-width: 20px; text-align: left;"
           >
-            Trial 102
+            <button
+              class="interactive-wrapper focus-on-light"
+              type="button"
+            >
+              <i
+                class="far fa-star"
+              />
+            </button>
           </td>
           <td
-            class="data-table-row-section allow-wrap"
+            class="data-table-row-section undefined"
             style="width: 60px; min-width: 60px; text-align: left;"
           >
-            02/01/24
+            <a
+              class="quill-button extra-small outlined"
+              href="/datasets/trials/2"
+            >
+              Trial 102
+            </a>
           </td>
           <td
-            class="data-table-row-section center-content allow-wrap"
-            style="width: 65px; min-width: 65px; text-align: left;"
+            class="data-table-row-section allow-wrap"
+            style="width: 55px; min-width: 55px; text-align: left;"
           >
-            Prompt B
+            10/05/24
           </td>
           <td
-            class="data-table-row-section center-content"
-            style="width: 30px; min-width: 30px; text-align: right;"
+            class="data-table-row-section center-content allow-wrap"
+            style="width: 75px; min-width: 75px; text-align: left;"
           >
-            0.9
+            Prompt B
           </td>
           <td
             class="data-table-row-section center-content"
-            style="width: 54px; min-width: 54px; text-align: right;"
+            style="width: 46px; min-width: 46px; text-align: right;"
           >
             4
           </td>
           <td
             class="data-table-row-section center-content"
-            style="width: 65px; min-width: 65px; text-align: right;"
+            style="width: 56px; min-width: 56px; text-align: right;"
           >
             3
           </td>
-          <td>
-            <span
-              aria-expanded="false"
-              aria-haspopup="true"
-              class="quill-tooltip-trigger "
-              role="button"
-              style="width: 60px; min-width: 60px; text-align: right;"
-              tabindex="0"
-            >
-              <span
-                class="data-table-row-section center-content"
-                style="width: 60px; min-width: 60px; text-align: right;"
-              />
-              <span
-                class="quill-tooltip-wrapper"
-              >
-                <span
-                  aria-live="polite"
-                  class="quill-tooltip"
-                  id="tooltip"
-                  role="tooltip"
-                />
-              </span>
-            </span>
+          <td
+            class="data-table-row-section center-content"
+            style="width: 50px; min-width: 50px; text-align: right;"
+          >
+            11
           </td>
           <td
             class="data-table-row-section center-content allow-wrap"
-            style="width: 55px; min-width: 55px; text-align: left;"
+            style="width: 48px; min-width: 48px; text-align: left;"
           >
             75% (6/8)
           </td>
           <td
             class="data-table-row-section center-content allow-wrap"
-            style="width: 64px; min-width: 64px; text-align: left;"
+            style="width: 58px; min-width: 58px; text-align: left;"
           >
             57% (4/7)
           </td>
           <td
             class="data-table-row-section center-content allow-wrap"
-            style="width: 50px; min-width: 50px; text-align: left;"
+            style="width: 50px; min-width: 50px; text-align: right;"
           >
-            v1.1
+            1
           </td>
           <td
             class="data-table-row-section center-content"
@@ -394,15 +490,13 @@ exports[`TrialsSection matches the snapshot 1`] = `
               aria-haspopup="true"
               class="quill-tooltip-trigger "
               role="button"
-              style="width: 70px; min-width: 70px; text-align: left;"
+              style="width: 30px; min-width: 30px; text-align: right;"
               tabindex="0"
             >
               <span
                 class="data-table-row-section center-content"
-                style="width: 70px; min-width: 70px; text-align: left;"
-              >
-                In Progress
-              </span>
+                style="width: 30px; min-width: 30px; text-align: right;"
+              />
               <span
                 class="quill-tooltip-wrapper"
               >
@@ -416,25 +510,30 @@ exports[`TrialsSection matches the snapshot 1`] = `
             </span>
           </td>
           <td
-            class="data-table-row-section undefined"
-            style="width: 45px; min-width: 45px; text-align: left;"
+            class="data-table-row-section center-content"
+            style="width: 40px; min-width: 40px; text-align: left;"
           >
-            <a
-              class="quill-button extra-small outlined"
-              href="undefined/trials/2"
+            <div
+              class="checkbox-container"
             >
-              View
-            </a>
+              <button
+                aria-checked="false"
+                class="quill-checkbox unselected light focus-on-light"
+                role="checkbox"
+                type="button"
+              />
+            </div>
           </td>
           <td
-            class="data-table-row-section center-content last-column"
-            style="width: 50px; min-width: 50px; text-align: left;"
+            class="data-table-row-section last-column"
+            style="width: 53px; min-width: 53px; text-align: left;"
           >
             <button
-              aria-label="Unchecked checkbox"
-              class="quill-checkbox unselected"
+              class="quill-button extra-small outlined"
               type="button"
-            />
+            >
+              Activate
+            </button>
           </td>
         </tr>
       </tbody>
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/activateLLMPromptModal.test.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/activateLLMPromptModal.test.tsx
new file mode 100644
index 00000000000..88572ceea87
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/activateLLMPromptModal.test.tsx
@@ -0,0 +1,122 @@
+import * as React from 'react';
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import ActivateLLMPromptModal from '../activateLLMPromptModal';
+import { ActivatedLLMPromptInterface, LLMPromptInterface, PromptInterface } from '../../../../../interfaces/evidenceInterfaces';
+
+describe('ActivateLLMPromptModal', () => {
+  const mockCloseModal = jest.fn();
+  const mockInvalidateCaches = jest.fn();
+
+  const testActivityInternalName = 'Test Activity';
+  const testPromptId = 456;
+  const testLlmPromptId = 123;
+  const testActivePromptId = 111;
+
+  const defaultProps = {
+    activeActivatedLLMPrompt: null as ActivatedLLMPromptInterface | null,
+    llmPrompt: {
+      id: testLlmPromptId,
+      prompt: 'Test Prompt',
+      locked: false,
+      optimal_examples_count: 0,
+      optimal_guidelines_count: 0,
+      suboptimal_examples_count: 0,
+      suboptimal_guidelines_count: 0,
+      guidelines_count: 0,
+      name: 'Prompt Name',
+      created_at: '2023-01-01T00:00:00Z',
+      updated_at: '2023-01-02T00:00:00Z',
+      favorite: false,
+      llm_prompt_template_id: 1,
+    } as LLMPromptInterface,
+    closeModal: mockCloseModal,
+    invalidateCaches: mockInvalidateCaches,
+    prompt: {
+      id: testPromptId,
+      conjunction: 'because',
+      text: 'Sample Prompt Text',
+      max_attempts: 3,
+      max_attempts_feedback: 'Feedback',
+      first_strong_example: 'Example 1',
+      second_strong_example: 'Example 2',
+    } as PromptInterface,
+    activityInternalName: testActivityInternalName,
+  };
+
+  afterEach(() => {
+    jest.clearAllMocks();
+  });
+
+  it('renders modal with confirmation message', () => {
+    const { asFragment } = render(<ActivateLLMPromptModal {...defaultProps} />);
+    expect(
+      screen.getByText(
+        new RegExp(`Activating this prompt will make Trial Prompt ${testLlmPromptId} the Because Prompt for ${testActivityInternalName}`, 'i')
+      )
+    ).toBeInTheDocument();
+    expect(screen.getByRole('button', { name: /Cancel/i })).toBeInTheDocument();
+    expect(screen.getByRole('button', { name: /Yes/i })).toBeInTheDocument();
+
+    expect(asFragment()).toMatchSnapshot();
+  });
+
+  it('shows correct message if activeActivatedLLMPrompt is provided', () => {
+    const activePrompt = {
+      id: 789,
+      active: true,
+      created_at: '2023-01-01T00:00:00Z',
+      updated_at: '2023-01-02T00:00:00Z',
+      llm_prompt_id: testActivePromptId,
+      prompt_id: testPromptId,
+    } as ActivatedLLMPromptInterface;
+
+    const { asFragment } = render(
+      <ActivateLLMPromptModal
+        {...defaultProps}
+        activeActivatedLLMPrompt={activePrompt}
+      />
+    );
+
+    expect(
+      screen.getByText(
+        new RegExp(`The Because Prompt for ${testActivityInternalName} is currently Trial Prompt ${testActivePromptId}`, 'i')
+      )
+    ).toBeInTheDocument();
+
+    expect(asFragment()).toMatchSnapshot();
+  });
+
+  it('triggers closeModal when Cancel is clicked', async () => {
+    render(<ActivateLLMPromptModal {...defaultProps} />);
+    const cancelButton = screen.getByRole('button', { name: /Cancel/i });
+    await userEvent.click(cancelButton);
+
+    expect(mockCloseModal).toHaveBeenCalledTimes(1);
+  });
+
+  it('shows note input and save button after confirmation', async () => {
+    const { asFragment } = render(<ActivateLLMPromptModal {...defaultProps} />);
+    const yesButton = screen.getByRole('button', { name: /Yes/i });
+    await userEvent.click(yesButton);
+
+    expect(screen.getByLabelText(/Add Activation Notes/i)).toBeInTheDocument();
+    expect(screen.getByRole('button', { name: /Save & Activate/i })).toBeInTheDocument();
+
+    expect(asFragment()).toMatchSnapshot();
+  });
+
+  it('allows note input', async () => {
+    render(<ActivateLLMPromptModal {...defaultProps} />);
+    const yesButton = screen.getByRole('button', { name: /Yes/i });
+    await userEvent.click(yesButton);
+
+    const noteInput = screen.getByLabelText(/Add Activation Notes/i);
+
+    const typedInput = 'This is a test note.'
+    await userEvent.type(noteInput, typedInput);
+
+    expect(noteInput).toHaveValue(typedInput);
+  });
+});
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/activateLLMPromptsSection.test.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/activateLLMPromptsSection.test.tsx
new file mode 100644
index 00000000000..a1c6f805775
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/activateLLMPromptsSection.test.tsx
@@ -0,0 +1,127 @@
+import * as React from 'react';
+import { render, screen, waitFor } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { QueryClient, QueryClientProvider } from 'react-query';
+
+import ActivatedLLMPromptsSection from '../activatedLLMPromptsSection';
+import { ActivatedLLMPromptInterface } from '../../../../../interfaces/evidenceInterfaces';
+
+jest.mock('../../../../../utils/evidence/genAIAPIs', () => ({
+  fetchActivatedLLMPromptsForPrompt: jest.fn(),
+}));
+
+const queryClient = new QueryClient();
+
+describe('ActivatedLLMPromptsSection', () => {
+  const mockIndividualDatasetLinkBase = '/datasets';
+
+  const testDatasetId = 1;
+  const testPromptId = 123;
+  const testActiveActivatedPrompt: ActivatedLLMPromptInterface = {
+    id: 456,
+    active: true,
+    created_at: '2023-01-01T00:00:00Z',
+    updated_at: '2023-01-02T00:00:00Z',
+    llm_prompt_id: 789,
+    prompt_id: testPromptId,
+  };
+
+  const activatedPromptsResponse = {
+    activated_llm_prompts: [
+      {
+        id: 1,
+        notes: 'Test Notes',
+        trial: {
+          id: 10,
+          number: 5,
+          created_at: '2023-01-01T12:00:00Z',
+          optimal_correct: 90,
+          optimal_count: 100,
+          suboptimal_correct: 80,
+          suboptimal_count: 100,
+          average_g_eval_score: 85,
+          llm_version: '1.0.0',
+          llm_prompt: {
+            name: 'Prompt Name',
+            optimal_examples_count: 3,
+            suboptimal_examples_count: 2,
+            guidelines_count: 1,
+          },
+          dataset_id: testDatasetId,
+          dataset_version: '1.0',
+        },
+      },
+    ],
+  };
+
+  const sharedProps = {
+    promptId: testPromptId,
+    datasetId: testDatasetId,
+    individualDatasetLinkBase: mockIndividualDatasetLinkBase,
+    activeActivatedLLMPrompt: testActiveActivatedPrompt,
+
+  }
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+    queryClient.clear();
+  });
+
+  it('displays the table', async () => {
+    queryClient.setQueryData([`activated-llm-prompts-for-${testPromptId}`, testPromptId], {
+      data: activatedPromptsResponse,
+    });
+
+    const { asFragment } = render(
+      <QueryClientProvider client={queryClient}>
+        <ActivatedLLMPromptsSection {...sharedProps} />
+      </QueryClientProvider>
+    );
+
+    expect(screen.getByText(/Activated Prompts \(All Time\)/i)).toBeInTheDocument();
+    expect(screen.getByText(new RegExp(activatedPromptsResponse.activated_llm_prompts[0].trial.llm_prompt.name))).toBeInTheDocument();
+    expect(screen.getByText(new RegExp(`Dataset ${activatedPromptsResponse.activated_llm_prompts[0].trial.dataset_version}`))).toBeInTheDocument();
+
+    expect(asFragment()).toMatchSnapshot();
+  });
+
+  it('displays a message when no activated prompts are found', async () => {
+    queryClient.setQueryData([`activated-llm-prompts-for-${testPromptId}`, testPromptId], {
+      data: { activated_llm_prompts: [] },
+    });
+
+    const { asFragment } = render(
+      <QueryClientProvider client={queryClient}>
+        <ActivatedLLMPromptsSection {...sharedProps} />
+      </QueryClientProvider>
+    );
+
+    expect(screen.getByText(/No activated prompts found/i)).toBeInTheDocument();
+
+    expect(asFragment()).toMatchSnapshot();
+  });
+
+  it('opens and closes the ViewLLMPromptModal', async () => {
+    queryClient.setQueryData([`activated-llm-prompts-for-${testPromptId}`, testPromptId], {
+      data: activatedPromptsResponse,
+    });
+
+    render(
+      <QueryClientProvider client={queryClient}>
+        <ActivatedLLMPromptsSection {...sharedProps} />
+      </QueryClientProvider>
+    );
+
+    const viewPromptButton = screen.getByRole('button', { name: /View Prompt/i });
+    await userEvent.click(viewPromptButton);
+
+    expect(screen.getByText(/LLM Prompt Template/i)).toBeInTheDocument();
+
+    const closeModalButton = screen.getByRole('button', { name: /Close/i });
+    await userEvent.click(closeModalButton);
+
+    await waitFor(() =>
+      expect(screen.queryByText(/LLM Prompt Template/i)).not.toBeInTheDocument()
+    );
+  });
+});
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/individualDataset.test.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/individualDataset.test.tsx
index 6324bcd8125..de6cae005d0 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/individualDataset.test.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/individualDataset.test.tsx
@@ -15,7 +15,9 @@ const defaultMatchProps = {
   url: ''
 };
 
-const renderComponent = (activityId = '1', datasetId = '1', promptConjunction = 'and') => {
+const defaultPromptConjunction = 'but'
+
+const renderComponent = (activityId = '1', datasetId = '1', promptConjunction = defaultPromptConjunction) => {
   const matchProps = {
     ...defaultMatchProps,
     params: { activityId, datasetId, promptConjunction }
@@ -43,7 +45,7 @@ describe('IndividualDataset', () => {
   const mockActivityData = {
     activity: {
       id: 1,
-      prompts: [{ id: 1, text: 'Prompt 1' }, { id: 2, text: 'Prompt 2' }]
+      prompts: [{ id: 1, text: 'Prompt 1', conjunction: defaultPromptConjunction }, { id: 2, text: 'Prompt 2', conjunction: 'because' }]
     }
   };
 
@@ -125,7 +127,7 @@ describe('IndividualDataset', () => {
 
   it('matches snapshot when it is a data subset', async () => {
     const mockDataSubset = {
-      ...mockDatasetData.dataset,
+      ...mockDatasetData.data.dataset,
       parent_id: 1
     }
 
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/trialsSection.test.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/trialsSection.test.tsx
index 6873c23e92a..ea9f307d197 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/trialsSection.test.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/__tests__/trialsSection.test.tsx
@@ -25,7 +25,7 @@ describe('TrialsSection', () => {
       average_g_eval_score: 0.85,
       status: 'Completed',
       notes: 'Trial notes 1',
-      llm_version: 'v1.0',
+      llm_version: 2,
       llm_prompt: {
         id: 1,
         name: 'Prompt A',
@@ -38,21 +38,16 @@ describe('TrialsSection', () => {
         created_at: '2024-01-01T12:00:00Z',
         updated_at: '2024-01-02T12:00:00Z',
         llm_prompt_template_id: 1,
+        guidelines_count: 9,
+        favorite: true
       },
       trial_duration: 120,
       trial_errors: [],
-      results: {},
+      results: { confusion_matrix: null, },
       dataset_id: 1,
       llm_id: 1,
       llm_prompt_id: 1,
-      optimal_correct: 5,
-      optimal_count: 7,
-      suboptimal_correct: 3,
-      suboptimal_count: 6,
-      average_g_eval_score: 0.85,
-      created_at: '2024-01-01T12:00:00Z',
       updated_at: '2024-01-01T12:00:00Z',
-      trial_count: 15,
     },
     {
       id: 2,
@@ -66,7 +61,7 @@ describe('TrialsSection', () => {
       average_g_eval_score: 0.9,
       status: 'In Progress',
       notes: 'Trial notes 2',
-      llm_version: 'v1.1',
+      llm_version: 1,
       llm_prompt: {
         id: 2,
         name: 'Prompt B',
@@ -79,51 +74,64 @@ describe('TrialsSection', () => {
         created_at: '2024-02-01T12:00:00Z',
         updated_at: '2024-02-02T12:00:00Z',
         llm_prompt_template_id: 2,
+        guidelines_count: 11,
+        favorite: false
       },
       trial_duration: 140,
       trial_errors: [],
-      results: {},
+      results: { confusion_matrix: null },
       dataset_id: 2,
       llm_id: 2,
       llm_prompt_id: 2,
-      optimal_correct: 6,
-      optimal_count: 8,
-      suboptimal_correct: 4,
-      suboptimal_count: 7,
-      average_g_eval_score: 0.9,
-      created_at: '2024-02-01T12:00:00Z',
       updated_at: '2024-02-01T12:00:00Z',
-      trial_count: 15,
     }
   ];
 
+  const sharedProps = {
+    trials: mockTrials,
+    datasetPath: '/datasets',
+    activityInternalName: 'Activity Internal Name',
+    invalidateCaches: jest.fn(),
+    prompt: {
+      id: 1,
+      conjunction: 'but',
+      text: '',
+      max_attempts_feedback: '',
+      max_attempts: 5,
+      first_strong_example: '',
+      second_strong_example: ''
+    },
+    activeActivatedLLMPrompt: null,
+    datasetIsSubset: false
+  }
+
   beforeEach(() => {
     jest.clearAllMocks();
   });
 
   it('matches the snapshot', () => {
-    const { asFragment } = render(<TrialsSection trials={mockTrials} />);
+    const { asFragment } = render(<TrialsSection {...sharedProps} />);
     expect(asFragment()).toMatchSnapshot();
   });
 
   it('toggles trial selection for comparison', async () => {
-    render(<TrialsSection trials={mockTrials} />);
+    render(<TrialsSection {...sharedProps} />);
 
-    const compareCheckbox = screen.getAllByRole('button', { name: /Unchecked checkbox/i })[0];
+    const compareCheckbox = screen.getAllByRole('checkbox')[0];
     await userEvent.click(compareCheckbox);
 
     // Check the checkbox state changes to selected
-    expect(screen.getAllByRole('button', { name: /Checked checkbox/i })[0]).toHaveClass('selected');
+    expect(compareCheckbox).toHaveClass('selected');
   });
 
   it('enables the Compare button when two or more trials are selected', async () => {
-    render(<TrialsSection trials={mockTrials} />);
+    render(<TrialsSection {...sharedProps} />);
 
     const compareButton = screen.getByRole('button', { name: /Compare/i });
     expect(compareButton).toBeDisabled();
 
     // Select two trials
-    const checkboxes = screen.getAllByRole('button', { name: /Unchecked checkbox/i });
+    const checkboxes = screen.getAllByRole('checkbox');
     await userEvent.click(checkboxes[0]);
     await userEvent.click(checkboxes[1]);
 
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/activateLLMPromptModal.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/activateLLMPromptModal.tsx
new file mode 100644
index 00000000000..6331e19503f
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/activateLLMPromptModal.tsx
@@ -0,0 +1,111 @@
+import * as React from "react";
+import * as _ from 'lodash'
+
+import { TextArea, LightButtonLoadingSpinner, } from '../../../../../Shared/index';
+import { createActivatedPrompt, } from '../../../../utils/evidence/genAIAPIs';
+import { LLMPromptInterface, ActivatedLLMPromptInterface, PromptInterface} from '../../../../interfaces/evidenceInterfaces';
+
+interface ActivateLLMPromptModalProps {
+  activeActivatedLLMPrompt: ActivatedLLMPromptInterface;
+  llmPrompt: LLMPromptInterface;
+  closeModal: () => void;
+  invalidateCaches : () => void;
+  prompt: PromptInterface;
+  activityInternalName: string;
+}
+
+const ActivateLLMPromptModal = ({ activeActivatedLLMPrompt, llmPrompt, closeModal, invalidateCaches, prompt, activityInternalName, }: ActivateLLMPromptModalProps) => {
+  const [notes, setNotes] = React.useState('');
+  const [errors, setErrors] = React.useState(null)
+  const [saving, setSaving] = React.useState(false)
+  const [confirmed, setConfirmed] = React.useState(false)
+
+  const { conjunction, } = prompt
+
+  function handleSetNotes(e) { setNotes(e.target.value) }
+
+  function handleConfirmClick() { setConfirmed(true) }
+
+  function saveActivatedLLMPrompt() {
+    setSaving(true)
+
+    const activatedLLMPrompt = {
+      llm_prompt_id: llmPrompt.id,
+      active: true,
+      notes
+    }
+    createActivatedPrompt(activatedLLMPrompt, prompt.id, successFunction, errorFunction)
+  }
+
+  function successFunction() {
+    invalidateCaches()
+    closeModal()
+  }
+
+  function errorFunction(errors: any) {
+    setSaving(false)
+    setErrors(errors)
+  }
+
+  let modalContent = (
+    <React.Fragment>
+      <div className="top-section">
+        <p>
+          Please confirm that the following information is correct:<br /><br />
+          {_.capitalize(conjunction)} Prompt for {activityInternalName}: Trial Prompt {llmPrompt.id}
+        </p>
+        <TextArea
+          error={errors?.notes}
+          handleChange={handleSetNotes}
+          id="notes"
+          label='Add Activation Notes'
+          timesSubmitted={0}
+          value={notes}
+        />
+      </div>
+      <div className="button-section">
+        <button className="quill-button medium outlined focus-on-light" onClick={closeModal} type="button">Cancel</button>
+        <button className="quill-button medium contained focus-on-light" disabled={saving} onClick={saveActivatedLLMPrompt} type="button">{saving ? <LightButtonLoadingSpinner /> : 'Save & Activate'}</button>
+      </div>
+    </React.Fragment>
+  )
+
+  if (!confirmed) {
+    const modalCopy = activeActivatedLLMPrompt ? (
+      <p>
+        The {_.capitalize(conjunction)} Prompt for {activityInternalName} is currently Trial Prompt {activeActivatedLLMPrompt.llm_prompt_id}.<br /><br />
+        Activating this prompt will replace Trial Prompt {activeActivatedLLMPrompt.llm_prompt_id} with Trial Prompt {llmPrompt.id}.<br /><br />
+        Are you sure you want to make Trial Prompt {llmPrompt.id} the {_.capitalize(conjunction)} Prompt?
+      </p>
+    ) : (
+      <p>
+        Activating this prompt will make Trial Prompt {llmPrompt.id} the {_.capitalize(conjunction)} Prompt for {activityInternalName}.<br /><br />
+        Are you sure you want to activate Trial Prompt {llmPrompt.id}?<br /><br />
+        Note: You cannot undo this action. You can only replace the prompt with a different Trial Prompt.
+      </p>
+    )
+
+    modalContent = (
+      <React.Fragment>
+        <div className="top-section">
+          {modalCopy}
+        </div>
+        <div className="button-section">
+          <button className="quill-button medium outlined focus-on-light" onClick={closeModal} type="button">Cancel</button>
+          <button className="quill-button medium contained focus-on-light" onClick={handleConfirmClick} type="button">Yes</button>
+        </div>
+      </React.Fragment>
+    )
+  }
+
+  return (
+    <div className="modal-container activate-prompt-modal-container">
+      <div className="modal-background" />
+      <div className="activate-prompt-modal quill-modal modal-body">
+        {modalContent}
+      </div>
+    </div>
+  )
+}
+
+export default ActivateLLMPromptModal
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/activatedLLMPromptsSection.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/activatedLLMPromptsSection.tsx
new file mode 100644
index 00000000000..9b072f1c89c
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/activatedLLMPromptsSection.tsx
@@ -0,0 +1,203 @@
+import * as React from "react";
+import { useQuery, } from 'react-query';
+import moment from 'moment';
+
+import ViewLLMPromptModal from '../shared/viewLLMPromptModal'
+import { DataTable, Spinner, } from '../../../../../Shared/index';
+import { percentAccuracy, } from '../../../../helpers/evidence/miscHelpers';
+import { fetchActivatedLLMPromptsForPrompt } from '../../../../utils/evidence/genAIAPIs';
+import { ActivatedLLMPromptInterface, } from '../../../../interfaces/evidenceInterfaces';
+
+const ActivatedLLMPromptsSection = ({ promptId, datasetId, individualDatasetLinkBase, activeActivatedLLMPrompt, }: { promptId: number, datasetId: number, individualDatasetLinkBase: string, activeActivatedLLMPrompt: ActivatedLLMPromptInterface }) => {
+  const [activatedLLMPrompts, setActivatedLLMPrompts] = React.useState<any>(null)
+  const [llmPromptIdForModal, setLLMPromptIdForModal] = React.useState<number>(null)
+  const [showViewPromptModal, setShowViewPromptModal] = React.useState<boolean>(false);
+  const [loading, setLoading] = React.useState<boolean>(true)
+
+  const { data: activatedLLMPromptsData } = useQuery({
+    queryKey: [`activated-llm-prompts-for-${promptId}`, promptId],
+    queryFn: fetchActivatedLLMPromptsForPrompt,
+  });
+
+  React.useEffect(() => {
+    if (activatedLLMPromptsData?.data) {
+      const { activated_llm_prompts, } = activatedLLMPromptsData.data;
+      setActivatedLLMPrompts(activated_llm_prompts);
+      setLoading(false);
+    }
+  }, [activatedLLMPromptsData]);
+
+  function openViewPromptModal(llmPromptId) {
+    setLLMPromptIdForModal(llmPromptId)
+    setShowViewPromptModal(true)
+  }
+
+  function closeViewPromptModal() {
+    setShowViewPromptModal(false)
+    setLLMPromptIdForModal(null)
+  }
+
+  const dataTableFields = [
+    {
+      name: 'Trial Number',
+      attribute: 'trialNumber',
+      width: '60px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content',
+      noTooltip: true
+    },
+    {
+      name: 'Dataset',
+      attribute: 'dataset',
+      width: '60px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content',
+      noTooltip: true
+    },
+    {
+      name: 'Activated',
+      attribute: 'created',
+      width: '55px',
+      rowSectionClassName: 'allow-wrap',
+      noTooltip: true
+    },
+    {
+      name: 'Prompt Template',
+      attribute: 'llmPromptName',
+      width: '72px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content allow-wrap',
+      noTooltip: true
+    },
+    {
+      name: 'Optimal Prompt Examples',
+      attribute: 'optimalPromptExamples',
+      width: '46px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content'
+    },
+    {
+      name: 'Suboptimal Prompt Examples',
+      attribute: 'suboptimalPromptExamples',
+      width: '56px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content'
+    },
+    {
+      name: 'Guidelines',
+      attribute: 'guidelinesCount',
+      width: '50px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content'
+    },
+    {
+      name: 'Optimal Accuracy',
+      attribute: 'optimalAccuracy',
+      width: '48px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content allow-wrap',
+      noTooltip: true
+    },
+    {
+      name: 'Suboptimal Accuracy',
+      attribute: 'suboptimalAccuracy',
+      width: '58px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content allow-wrap',
+      noTooltip: true
+    },
+    {
+      name: 'LLM',
+      attribute: 'llmVersion',
+      width: '50px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content allow-wrap'
+    },
+    {
+      name: 'GEval',
+      attribute: 'averageGEvalScore',
+      width: '35px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content'
+    },
+    {
+      name: 'Notes',
+      attribute: 'notes',
+      width: '150px',
+      headerClassName: 'grow-to-fit',
+      rowSectionClassName: 'allow-wrap grow-to-fit',
+      noTooltip: true
+    },
+    {
+      name: 'Actions',
+      attribute: 'viewPromptButton',
+      headerClassName: 'last-column',
+      rowSectionClassName: 'last-column',
+      width: '70px',
+      noTooltip: true
+    }
+  ]
+
+  if (loading) {
+    return <Spinner />;
+  }
+
+  const rows = () => activatedLLMPrompts.map(activatedLLMPrompt => {
+    function handleViewPromptClick() {
+      openViewPromptModal(llm_prompt.id)
+    }
+
+    const { id, notes, trial, } = activatedLLMPrompt
+    const { number, created_at, optimal_correct, optimal_count, suboptimal_correct, suboptimal_count, average_g_eval_score, llm_version, llm_prompt, dataset_id, dataset_version, } = trial
+    const { name, optimal_examples_count, suboptimal_examples_count, guidelines_count, } = llm_prompt
+
+    let trialButtonClassName = "quill-button extra-small outlined"
+
+    if (activatedLLMPrompt.id === activeActivatedLLMPrompt.id) {
+      trialButtonClassName += ' active-activated-cell'
+    }
+
+    return {
+      id,
+      trialNumber: <a className={trialButtonClassName} href={`${individualDatasetLinkBase}/${dataset_id}/trials/${trial.id}`}>Trial {number}</a>,
+      dataset: dataset_id === datasetId ? `Dataset ${dataset_version}` : <a className="quill-button extra-small outlined" href={`${individualDatasetLinkBase}/${dataset_id}`}>Dataset {dataset_version}</a>,
+      created: moment(created_at).format("MM/DD/YY"),
+      llmPromptName: name,
+      optimalPromptExamples: optimal_examples_count,
+      suboptimalPromptExamples: suboptimal_examples_count,
+      guidelinesCount: guidelines_count,
+      optimalAccuracy: percentAccuracy(optimal_correct, optimal_count),
+      suboptimalAccuracy: percentAccuracy(suboptimal_correct, suboptimal_count),
+      llmVersion: llm_version,
+      averageGEvalScore: average_g_eval_score,
+      viewPromptButton: <button className="quill-button extra-small outlined" onClick={handleViewPromptClick} type="button">View Prompt</button>,
+      notes,
+    }
+  })
+
+  return (
+    <section>
+      {showViewPromptModal && (
+        <ViewLLMPromptModal
+          closeModal={closeViewPromptModal}
+          llmPrompt={activatedLLMPrompts.find(alp => alp.llm_prompt_id === llmPromptIdForModal).trial.llm_prompt}
+        />
+      )}
+      <div className="section-header">
+        <h5>
+          <span>Activated Prompts (All Time)</span>
+        </h5>
+      </div>
+      {activatedLLMPrompts.length ? (
+        <DataTable
+          className="activated-llm-prompts-table"
+          headers={dataTableFields}
+          rows={rows()}
+        />
+      ) : <p>No activated prompts found</p>}
+
+    </section>
+  )
+}
+
+export default ActivatedLLMPromptsSection
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/individualDataset.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/individualDataset.tsx
index 62602bf137e..4b8016def6c 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/individualDataset.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/individualDataset.tsx
@@ -4,14 +4,14 @@ import { RouteComponentProps } from 'react-router-dom';
 
 import DatasetNotesModal from './datasetNotesModal';
 import TrialsSection from './trialsSection';
+import ActivatedLLMPromptsSection from './activatedLLMPromptsSection'
 
 import GuidelinesSection from '../shared/guidelinesSection';
 import DatasetRelevantTextsSection from '../shared/datasetRelevantTextsSection';
 import DatasetTable from '../shared/datasetTable';
 import { Spinner } from '../../../../../Shared/index';
 import { renderHeader } from '../../../../helpers/evidence/renderHelpers';
-import { getPromptIdString } from '../../../../helpers/evidence/ruleHelpers';
-import { ActivityRouteProps, DatasetInterface, TrialInterface, DatasetRelevantTextInterface, GuidelineInterface, } from '../../../../interfaces/evidenceInterfaces';
+import { ActivityRouteProps, DatasetInterface, TrialInterface, DatasetRelevantTextInterface, GuidelineInterface, ActivatedLLMPromptInterface, } from '../../../../interfaces/evidenceInterfaces';
 import { fetchActivity } from '../../../../utils/evidence/activityAPIs';
 import { fetchDatasetAndAssociatedRecords } from '../../../../utils/evidence/genAIAPIs';
 import { titleCase } from '../../../../helpers/evidence/miscHelpers';
@@ -21,12 +21,12 @@ const IndividualDataset: React.FC<RouteComponentProps<ActivityRouteProps>> = ({
   const { activityId, datasetId, promptConjunction } = params;
 
   const [loading, setLoading] = React.useState(true);
-  const [promptIds, setPromptIds] = React.useState<string>(null);
   const [dataset, setDataset] = React.useState<DatasetInterface>(null);
   const [dataSubsets, setDataSubsets] = React.useState<DatasetInterface[]>(null);
   const [trials, setTrials] = React.useState<TrialInterface[]>(null);
   const [datasetRelevantTexts, setDatasetRelevantTexts] = React.useState<DatasetRelevantTextInterface[]>(null);
   const [guidelines, setGuidelines] = React.useState<GuidelineInterface[]>(null);
+  const [activeActivatedLLMPrompt, setCurrentActivatedLLMPrompt] = React.useState<ActivatedLLMPromptInterface>(null)
   const [showSubsets, setShowSubsets] = React.useState<boolean>(false);
   const [showNotesModal, setShowNotesModal] = React.useState<boolean>(false);
 
@@ -46,26 +46,19 @@ const IndividualDataset: React.FC<RouteComponentProps<ActivityRouteProps>> = ({
     window.scrollTo(0, 0)
   }, [])
 
-  React.useEffect(() => {
-    if (!promptIds && activityData && activityData.activity) {
-      const { prompts } = activityData.activity;
-      const promptIdString = getPromptIdString(prompts);
-      setPromptIds(promptIdString);
-    }
-  }, [activityData]);
-
   React.useEffect(() => {
     setLoading(true)
   }, [datasetId])
 
   React.useEffect(() => {
     if (datasetData?.data) {
-      const { dataset, data_subsets, trials, dataset_relevant_texts, guidelines, } = datasetData.data;
+      const { dataset, data_subsets, trials, dataset_relevant_texts, guidelines, active_activated_llm_prompt, } = datasetData.data;
       setDataset(dataset);
       setDataSubsets(data_subsets);
       setTrials(trials);
       setDatasetRelevantTexts(dataset_relevant_texts);
       setGuidelines(guidelines);
+      setCurrentActivatedLLMPrompt(active_activated_llm_prompt)
       setLoading(false);
     }
   }, [datasetData]);
@@ -74,6 +67,14 @@ const IndividualDataset: React.FC<RouteComponentProps<ActivityRouteProps>> = ({
   function openNotesModal() { setShowNotesModal(true)}
   function closeNotesModal() { setShowNotesModal(false)}
 
+  function invalidateCachesForDatasetAndActivatedPrompts() {
+    invalidateCachesForDataset()
+    queryClient.invalidateQueries({
+      predicate: (query) => query.queryKey[0].startsWith('activated-llm-prompts-for'),
+      refetchInactive: false,
+    });
+  }
+
   function invalidateCachesForDataset() {
     queryClient.invalidateQueries({
       predicate: (query) => query.queryKey[0].startsWith('dataset'),
@@ -99,7 +100,7 @@ const IndividualDataset: React.FC<RouteComponentProps<ActivityRouteProps>> = ({
     invalidateCachesForDataset()
   }
 
-  if (loading) {
+  if (loading || !activityData?.activity) {
     return <Spinner />;
   }
 
@@ -112,6 +113,9 @@ const IndividualDataset: React.FC<RouteComponentProps<ActivityRouteProps>> = ({
   }
 
   const individualDatasetLinkBase = `/cms/evidence#/activities/${activityId}/llm-prompt-datasets/${promptConjunction}/dataset`
+  const datasetPath = `${individualDatasetLinkBase}/${datasetId}`
+
+  const prompt = activityData.activity.prompts.find(prompt => prompt.conjunction === promptConjunction)
 
   return (
     <div className="llm-prompt-dataset-container">
@@ -155,7 +159,21 @@ const IndividualDataset: React.FC<RouteComponentProps<ActivityRouteProps>> = ({
           )}
         </section>
       )}
-      <TrialsSection datasetPath={`/cms/evidence#/activities/${activityId}/llm-prompt-datasets/${promptConjunction}/dataset/${dataset.id}`} trials={trials} />
+      <ActivatedLLMPromptsSection
+        activeActivatedLLMPrompt={activeActivatedLLMPrompt}
+        datasetId={dataset.id}
+        individualDatasetLinkBase={individualDatasetLinkBase}
+        promptId={prompt.id}
+      />
+      <TrialsSection
+        activeActivatedLLMPrompt={activeActivatedLLMPrompt}
+        activityInternalName={activityData.activity.notes}
+        datasetIsSubset={!!parent_id}
+        datasetPath={datasetPath}
+        invalidateCaches={invalidateCachesForDatasetAndActivatedPrompts}
+        prompt={prompt}
+        trials={trials}
+      />
       <GuidelinesSection {...sharedGuidelinesSectionProps} optimal={true} />
       <GuidelinesSection {...sharedGuidelinesSectionProps} optimal={false} />
       <DatasetRelevantTextsSection
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/trialsSection.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/trialsSection.tsx
index fbdc8f4bbf1..68a38b0e160 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/trialsSection.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualDataset/trialsSection.tsx
@@ -1,13 +1,81 @@
 import * as React from "react";
 import moment from 'moment';
 
-import { smallWhiteCheckIcon, DataTable, } from '../../../../../Shared/index';
+import ActivateLLMPromptModal from './activateLLMPromptModal'
+
+import { Checkbox, DataTable, DropdownInput, } from '../../../../../Shared/index';
 import { percentAccuracy, } from '../../../../helpers/evidence/miscHelpers';
-import { TrialInterface, } from '../../../../interfaces/evidenceInterfaces';
-import { createComparison } from '../../../../utils/evidence/genAIAPIs';
+import { TrialInterface, PromptInterface, ActivatedLLMPromptInterface, } from '../../../../interfaces/evidenceInterfaces';
+import { createComparison, updateLLMPrompt, } from '../../../../utils/evidence/genAIAPIs';
+
+export const ALL = 'all'
+export const STARRED = 'starred'
+
+export const filterOptions = [
+  { value: ALL, label: 'Show all', },
+  { value: STARRED, label: 'Starred responses only', },
+]
+
+const statusToIcon = {
+  completed: '✅',
+  pending: '🕓',
+  running: '🔄',
+  failed: '❌'
+}
+
+const starHeader = {
+  name: 'Star',
+  attribute: 'star',
+  width: '20px',
+  headerClassName: 'center-content',
+  rowSectionClassName: 'center-content',
+  noTooltip: true
+}
 
-const TrialsSection = ({ trials, datasetPath, }: { trials: TrialInterface[], datasetPath: string }) => {
+const activationHeader = {
+  name: 'Activate?',
+  attribute: 'activate',
+  headerClassName: 'last-column',
+  rowSectionClassName: 'last-column',
+  width: '53px',
+  noTooltip: true
+}
+
+interface TrialsSectionPropsInterface {
+  trials: TrialInterface[];
+  datasetPath: string;
+  datasetIsSubset: boolean;
+  invalidateCaches: () => void;
+  prompt: PromptInterface;
+  activityInternalName: string;
+  activeActivatedLLMPrompt: ActivatedLLMPromptInterface;
+}
+
+const TrialsSection = ({ trials, datasetPath, datasetIsSubset, invalidateCaches, prompt, activityInternalName, activeActivatedLLMPrompt, }: TrialsSectionPropsInterface) => {
   const [trialIdsToCompare, setTrialIdsToCompare] = React.useState<number[]>([])
+  const [llmPromptIdForModal, setLLMPromptIdForModal] = React.useState<number>(null)
+  const [showActivateLLMPromptModal, setShowActivateLLMPromptModal] = React.useState<boolean>(false);
+  const [filter, setFilter] = React.useState<string>(ALL)
+
+  function filteredTrials() {
+    if (filter === STARRED) {
+      return trials.filter(trial => trial.llm_prompt.favorite)
+    }
+
+    return trials
+  }
+
+  function handleSetFilter(e) { setFilter(e.value) }
+
+  function openActivateLLMPromptModal(llmPromptId) {
+    setLLMPromptIdForModal(llmPromptId)
+    setShowActivateLLMPromptModal(true)
+  }
+
+  function closeActivateLLMPromptModal() {
+    setShowActivateLLMPromptModal(false)
+    setLLMPromptIdForModal(null)
+  }
 
   function compareTrials() {
     createComparison(trials[0].dataset_id, trialIdsToCompare, comparisonCreationSuccessFunction, comparisonCreationErrorFunction)
@@ -21,6 +89,10 @@ const TrialsSection = ({ trials, datasetPath, }: { trials: TrialInterface[], dat
     window.alert(`The comparison could not be created due to the following errors: ${errors}`)
   }
 
+  function updateLLMPromptErrorFunction(errors) {
+    window.alert(`The LLM Prompt could not be updated due to the following errors: ${errors}`)
+  }
+
   function toggleTrialSelection(id: number) {
     if (trialIdsToCompare.find(tId => tId === id)) {
       setTrialIdsToCompare(trialIdsToCompare.filter(tId => tId !== id))
@@ -37,61 +109,54 @@ const TrialsSection = ({ trials, datasetPath, }: { trials: TrialInterface[], dat
   }
 
   const dataTableFields = [
+    datasetIsSubset ? null : starHeader,
     {
       name: 'Trial Number',
       attribute: 'trialNumber',
-      width: '48px',
+      width: '60px',
       headerClassName: 'center-content',
-      rowSectionClassName: 'center-content allow-wrap',
       noTooltip: true
     },
     {
       name: 'Created',
       attribute: 'created',
-      width: '60px',
+      width: '55px',
       rowSectionClassName: 'allow-wrap',
       noTooltip: true
     },
     {
       name: 'Prompt Template',
       attribute: 'llmPromptName',
-      width: '65px',
+      width: '75px',
       headerClassName: 'center-content',
       rowSectionClassName: 'center-content allow-wrap',
       noTooltip: true
     },
-    {
-      name: 'Temp',
-      attribute: 'temperature',
-      width: '30px',
-      headerClassName: 'center-content',
-      rowSectionClassName: 'center-content'
-    },
     {
       name: 'Optimal Prompt Examples',
       attribute: 'optimalPromptExamples',
-      width: '54px',
+      width: '46px',
       headerClassName: 'center-content',
       rowSectionClassName: 'center-content'
     },
     {
       name: 'Suboptimal Prompt Examples',
       attribute: 'suboptimalPromptExamples',
-      width: '65px',
+      width: '56px',
       headerClassName: 'center-content',
       rowSectionClassName: 'center-content'
     },
     {
       name: 'Guidelines',
       attribute: 'guidelinesCount',
-      width: '60px',
+      width: '50px',
       headerClassName: 'center-content',
       rowSectionClassName: 'center-content'
     },
     {
       name: 'Optimal Accuracy',
       attribute: 'optimalAccuracy',
-      width: '55px',
+      width: '48px',
       headerClassName: 'center-content',
       rowSectionClassName: 'center-content allow-wrap',
       noTooltip: true
@@ -99,7 +164,7 @@ const TrialsSection = ({ trials, datasetPath, }: { trials: TrialInterface[], dat
     {
       name: 'Suboptimal Accuracy',
       attribute: 'suboptimalAccuracy',
-      width: '64px',
+      width: '58px',
       headerClassName: 'center-content',
       rowSectionClassName: 'center-content allow-wrap',
       noTooltip: true
@@ -129,45 +194,43 @@ const TrialsSection = ({ trials, datasetPath, }: { trials: TrialInterface[], dat
     {
       name: 'Status',
       attribute: 'status',
-      width: '70px',
+      width: '30px',
       headerClassName: 'center-content',
       rowSectionClassName: 'center-content'
     },
-    {
-      name: 'Actions',
-      attribute: 'viewButton',
-      headerClassName: 'center-content',
-      width: '45px',
-      noTooltip: true
-    },
     {
       name: 'Compare',
       attribute: 'compareCheckbox',
-      headerClassName: 'center-content last-column',
-      rowSectionClassName: 'center-content last-column',
-      width: '50px',
+      headerClassName: 'center-content',
+      rowSectionClassName: 'center-content',
+      width: '40px',
       noTooltip: true
     },
-  ]
+    datasetIsSubset ? null : activationHeader
+  ].filter(Boolean)
 
-  const rows = () => trials.map(trial => {
-    const { number, created_at, temperature, optimal_correct, optimal_count, suboptimal_correct, suboptimal_count, average_g_eval_score, status, id, notes, llm_version, llm_prompt, } = trial
-    const { name, optimal_examples_count, suboptimal_examples_count, guidelines_count, } = llm_prompt
+  const rows = () => filteredTrials().map(trial => {
+    const { number, created_at, optimal_correct, optimal_count, suboptimal_correct, suboptimal_count, average_g_eval_score, status, id, notes, llm_version, llm_prompt, activated_llm_prompts, } = trial
+    const { name, optimal_examples_count, suboptimal_examples_count, guidelines_count, favorite, } = llm_prompt
 
-    let compareCheckbox = <button aria-label="Unchecked checkbox" className="quill-checkbox unselected" onClick={() => toggleTrialSelection(id)} type="button" />
+    function handleActivateClick() {
+      openActivateLLMPromptModal(llm_prompt.id)
+    }
+
+    function handleClickCheckbox() {
+      toggleTrialSelection(id)
+    }
 
-    if (trialIdsToCompare.includes(id)) {
-      compareCheckbox = (<button aria-label="Checked checkbox" className="quill-checkbox selected" onClick={() => toggleTrialSelection(id)} type="button">
-        <img alt={smallWhiteCheckIcon.alt} src={smallWhiteCheckIcon.src} />
-      </button>)
+    function handleClickStar() {
+      const newLLMPrompt = { id: llm_prompt.id, favorite: !llm_prompt.favorite }
+      updateLLMPrompt(newLLMPrompt, invalidateCaches, updateLLMPromptErrorFunction)
     }
 
     return {
       id,
-      trialNumber: `Trial ${number}`,
+      trialNumber: <a className="quill-button extra-small outlined" href={`${datasetPath}/trials/${id}`}>Trial {number}</a>,
       created: moment(created_at).format("MM/DD/YY"),
       llmPromptName: name,
-      temperature,
       optimalPromptExamples: optimal_examples_count,
       suboptimalPromptExamples: suboptimal_examples_count,
       guidelinesCount: guidelines_count,
@@ -175,15 +238,26 @@ const TrialsSection = ({ trials, datasetPath, }: { trials: TrialInterface[], dat
       suboptimalAccuracy: percentAccuracy(suboptimal_correct, suboptimal_count),
       llmVersion: llm_version,
       averageGEvalScore: average_g_eval_score,
+      activate: activeActivatedLLMPrompt?.llm_prompt_id === llm_prompt.id ? <span className='active-activated-cell'>Activated</span> : <button className="quill-button extra-small outlined" onClick={handleActivateClick} type="button">Activate</button>,
+      star: <button className="interactive-wrapper focus-on-light" onClick={handleClickStar} type="button">{favorite ? <i className="fas fa-star" /> : <i className="far fa-star" />}</button>,
       notes,
-      status,
-      viewButton: <a className="quill-button extra-small outlined" href={`${datasetPath}/trials/${id}`}>View</a>,
-      compareCheckbox
+      status: statusToIcon[status],
+      compareCheckbox: <Checkbox onClick={handleClickCheckbox} selected={trialIdsToCompare.includes(id)} />
     }
   })
 
   return (
     <section>
+      {showActivateLLMPromptModal ? (
+        <ActivateLLMPromptModal
+          activeActivatedLLMPrompt={activeActivatedLLMPrompt}
+          activityInternalName={activityInternalName}
+          closeModal={closeActivateLLMPromptModal}
+          invalidateCaches={invalidateCaches}
+          llmPrompt={trials.find(trial => trial.llm_prompt_id === llmPromptIdForModal).llm_prompt}
+          prompt={prompt}
+        />
+      ) : null}
       <div className="section-header">
         <h5>
           <span>Trials</span>
@@ -191,6 +265,15 @@ const TrialsSection = ({ trials, datasetPath, }: { trials: TrialInterface[], dat
         </h5>
         <button className={compareButtonClassName} disabled={compareButtonDisabled} onClick={compareTrials} type="button">Compare</button>
       </div>
+      <div className="filter-and-button-wrapper">
+        <DropdownInput
+          handleChange={handleSetFilter}
+          id="filter"
+          label=""
+          options={filterOptions}
+          value={filterOptions.find(filterOption => filterOption.value === filter)}
+        />
+      </div>
       {trials.length ? (
         <DataTable
           className="trials-table"
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/__tests__/__snapshots__/evaluationSection.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/__tests__/__snapshots__/evaluationSection.test.tsx.snap
index b2e50fde1c0..d5897989330 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/__tests__/__snapshots__/evaluationSection.test.tsx.snap
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/__tests__/__snapshots__/evaluationSection.test.tsx.snap
@@ -386,31 +386,10 @@ exports[`EvaluationSection displays generative-specific headers when task type i
               class="light-red"
             />
           </td>
-          <td>
-            <span
-              aria-expanded="false"
-              aria-haspopup="true"
-              class="quill-tooltip-trigger "
-              role="button"
-              style="width: 40px; min-width: 40px; text-align: right;"
-              tabindex="0"
-            >
-              <span
-                class="data-table-row-section undefined"
-                style="width: 40px; min-width: 40px; text-align: right;"
-              />
-              <span
-                class="quill-tooltip-wrapper"
-              >
-                <span
-                  aria-live="polite"
-                  class="quill-tooltip"
-                  id="tooltip"
-                  role="tooltip"
-                />
-              </span>
-            </span>
-          </td>
+          <td
+            class="data-table-row-section undefined"
+            style="width: 40px; min-width: 40px; text-align: right;"
+          />
           <td
             class="data-table-row-section allow-wrap"
             style="width: 300px; min-width: 300px; text-align: left;"
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/evaluationSection.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/evaluationSection.tsx
index 2ceec9504cf..97c2a84d62d 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/evaluationSection.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/evaluationSection.tsx
@@ -64,7 +64,8 @@ const generativeTableHeaders = [
   {
     name: 'G-Eval',
     attribute: G_EVAL,
-    width: attributeToWidth[G_EVAL]
+    width: attributeToWidth[G_EVAL],
+    noTooltip: true
   },
   studentResponseHeader,
   {
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/individualTrial.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/individualTrial.tsx
index 83823ef6125..1040bc4a552 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/individualTrial.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/individualTrial/individualTrial.tsx
@@ -4,11 +4,11 @@ import { RouteComponentProps } from 'react-router-dom';
 import moment from 'moment';
 
 import TrialNotesModal from './trialNotesModal'
-import ViewLLMPromptModal from './viewLLMPromptModal'
 import ViewGEvalModal from './viewGEvalModal'
 import Histogram from './histogram'
 import EvaluationSection from './evaluationSection'
 
+import ViewLLMPromptModal from '../shared/viewLLMPromptModal'
 import ConfusionMatrix from '../shared/confusionMatrix'
 import { Spinner, } from '../../../../../Shared/index';
 import { renderHeader } from '../../../../helpers/evidence/renderHelpers';
@@ -39,7 +39,6 @@ const IndividualTrial: React.FC<RouteComponentProps<ActivityRouteProps>> = ({ ma
   const [promptIds, setPromptIds] = React.useState<string>(null);
   const [dataset, setDataset] = React.useState<DatasetInterface>(null)
   const [histogram, setHistogram] = React.useState<any>(null)
-  const [llms, setLLMs] = React.useState<LLMInterface[]>(null)
   const [trial, setTrial] = React.useState<TrialInterface>(null)
   const [gEvals, setGEvals] = React.useState<GEvalInterface[]>(null)
   const [showNotesModal, setShowNotesModal] = React.useState<boolean>(false);
@@ -72,7 +71,6 @@ const IndividualTrial: React.FC<RouteComponentProps<ActivityRouteProps>> = ({ ma
       setDataset(dataset);
       setTrial(trial)
       setHistogram(histogram)
-      setLLMs(llms)
       setGEvals(g_evals)
     }
   }, [dataForTrial]);
@@ -160,7 +158,7 @@ const IndividualTrial: React.FC<RouteComponentProps<ActivityRouteProps>> = ({ ma
             <p>You can make a comparison with another trial <a href="">here</a></p>
             <p>Trial duration: {trialDuration(trial)}</p>
             <p>Evaluation duration: {evaluationDuration(trial)}</p>
-            <Histogram histogramData={histogram} />
+            {histogram && <Histogram histogramData={histogram} />}
             <ConfusionMatrix confusionMatrix={results.confusion_matrix} />
           </div>
         </section>
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/llmPromptDatasets.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/llmPromptDatasets.test.tsx.snap
index 230f3d23dd2..5210d881104 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/llmPromptDatasets.test.tsx.snap
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/llmPromptDatasets.test.tsx.snap
@@ -98,15 +98,6 @@ exports[`LLMPromptDatasets matches snapshot 1`] = `
                 Trials
               </span>
             </th>
-            <th
-              class="data-table-header center-content"
-              scope="col"
-              style="width: 70px; min-width: 70px; text-align: right;"
-            >
-              <span>
-                Access
-              </span>
-            </th>
           </tr>
         </thead>
         <tbody
@@ -198,15 +189,6 @@ exports[`LLMPromptDatasets matches snapshot 1`] = `
                 Trials
               </span>
             </th>
-            <th
-              class="data-table-header center-content"
-              scope="col"
-              style="width: 70px; min-width: 70px; text-align: right;"
-            >
-              <span>
-                Access
-              </span>
-            </th>
           </tr>
         </thead>
         <tbody
@@ -298,15 +280,6 @@ exports[`LLMPromptDatasets matches snapshot 1`] = `
                 Trials
               </span>
             </th>
-            <th
-              class="data-table-header center-content"
-              scope="col"
-              style="width: 70px; min-width: 70px; text-align: right;"
-            >
-              <span>
-                Access
-              </span>
-            </th>
           </tr>
         </thead>
         <tbody
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/stemVaultSection.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/stemVaultSection.test.tsx.snap
index 202390053f4..5a886f6c22c 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/stemVaultSection.test.tsx.snap
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/llmPromptDatasets/__tests__/__snapshots__/stemVaultSection.test.tsx.snap
@@ -86,15 +86,6 @@ exports[`StemVaultSection matches snapshot 1`] = `
               Trials
             </span>
           </th>
-          <th
-            class="data-table-header center-content"
-            scope="col"
-            style="width: 70px; min-width: 70px; text-align: left;"
-          >
-            <span>
-              Access
-            </span>
-          </th>
         </tr>
       </thead>
       <tbody
@@ -107,7 +98,12 @@ exports[`StemVaultSection matches snapshot 1`] = `
             class="data-table-row-section undefined"
             style="width: 70px; min-width: 70px; text-align: left;"
           >
-            Dataset 1
+            <a
+              class="quill-button extra-small outlined"
+              href="/individualDatasetLinkBase/1"
+            >
+              Dataset 1
+            </a>
           </td>
           <td
             class="data-table-row-section undefined"
@@ -145,17 +141,6 @@ exports[`StemVaultSection matches snapshot 1`] = `
           >
             3
           </td>
-          <td
-            class="data-table-row-section undefined"
-            style="width: 70px; min-width: 70px; text-align: left;"
-          >
-            <a
-              class="quill-button extra-small outlined"
-              href="/individualDatasetLinkBase/1"
-            >
-              View
-            </a>
-          </td>
         </tr>
       </tbody>
     </table>
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/__snapshots__/datasetTable.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/__snapshots__/datasetTable.test.tsx.snap
index 49355cdc593..8de18397211 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/__snapshots__/datasetTable.test.tsx.snap
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/__snapshots__/datasetTable.test.tsx.snap
@@ -72,15 +72,6 @@ exports[`DatasetTable matches the snapshot 1`] = `
             Trials
           </span>
         </th>
-        <th
-          class="data-table-header center-content"
-          scope="col"
-          style="width: 70px; min-width: 70px; text-align: left;"
-        >
-          <span>
-            Access
-          </span>
-        </th>
       </tr>
     </thead>
     <tbody
@@ -93,7 +84,12 @@ exports[`DatasetTable matches the snapshot 1`] = `
           class="data-table-row-section undefined"
           style="width: 70px; min-width: 70px; text-align: left;"
         >
-          Dataset 3
+          <a
+            class="quill-button extra-small outlined"
+            href="/datasets/1"
+          >
+            Dataset 3
+          </a>
         </td>
         <td
           class="data-table-row-section undefined"
@@ -131,17 +127,6 @@ exports[`DatasetTable matches the snapshot 1`] = `
         >
           12
         </td>
-        <td
-          class="data-table-row-section undefined"
-          style="width: 70px; min-width: 70px; text-align: left;"
-        >
-          <a
-            class="quill-button extra-small outlined"
-            href="/datasets/1"
-          >
-            View
-          </a>
-        </td>
       </tr>
       <tr
         class="data-table-row  "
@@ -150,7 +135,12 @@ exports[`DatasetTable matches the snapshot 1`] = `
           class="data-table-row-section undefined"
           style="width: 70px; min-width: 70px; text-align: left;"
         >
-          Dataset 4
+          <a
+            class="quill-button extra-small outlined"
+            href="/datasets/2"
+          >
+            Dataset 4
+          </a>
         </td>
         <td
           class="data-table-row-section undefined"
@@ -188,17 +178,6 @@ exports[`DatasetTable matches the snapshot 1`] = `
         >
           9
         </td>
-        <td
-          class="data-table-row-section undefined"
-          style="width: 70px; min-width: 70px; text-align: left;"
-        >
-          <a
-            class="quill-button extra-small outlined"
-            href="/datasets/2"
-          >
-            View
-          </a>
-        </td>
       </tr>
     </tbody>
   </table>
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/__snapshots__/viewLLMPromptModal.test.tsx.snap b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/__snapshots__/viewLLMPromptModal.test.tsx.snap
new file mode 100644
index 00000000000..2205ae7c72e
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/__snapshots__/viewLLMPromptModal.test.tsx.snap
@@ -0,0 +1,44 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`ViewLLMPromptModal matches the snapshot with sample LLM prompt data 1`] = `
+<DocumentFragment>
+  <div
+    class="modal-container view-llm-prompt-modal-container"
+  >
+    <div
+      class="modal-background"
+    />
+    <div
+      class="view-llm-prompt-modal quill-modal modal-body"
+    >
+      <div
+        class="top-section"
+      >
+        <button
+          class="quill-button medium green outlined focus-on-light close-button"
+          type="button"
+        >
+          Close
+        </button>
+        <h3>
+          LLM Prompt
+        </h3>
+        <h4>
+          LLM Prompt Template
+        </h4>
+        <p>
+          Sample Prompt
+        </p>
+        <h4>
+          Contents
+        </h4>
+        <div
+          class="pre-wrapper"
+        >
+          This is the prompt content for testing.
+        </div>
+      </div>
+    </div>
+  </div>
+</DocumentFragment>
+`;
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/viewLLMPromptModal.test.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/viewLLMPromptModal.test.tsx
new file mode 100644
index 00000000000..8443c35b506
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/__tests__/viewLLMPromptModal.test.tsx
@@ -0,0 +1,55 @@
+import * as React from 'react';
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import ViewLLMPromptModal from '../viewLLMPromptModal';
+import { LLMPromptInterface } from '../../../../../interfaces/evidenceInterfaces';
+
+describe('ViewLLMPromptModal', () => {
+  const mockLLMPrompt: LLMPromptInterface = {
+    id: 1,
+    name: 'Sample Prompt',
+    prompt: 'This is the prompt content for testing.',
+    locked: false,
+    optimal_examples_count: 3,
+    optimal_guidelines_count: 2,
+    suboptimal_examples_count: 1,
+    suboptimal_guidelines_count: 1,
+    guidelines_count: 5,
+    created_at: '2024-11-07T00:00:00Z',
+    updated_at: '2024-11-07T00:00:00Z',
+    llm_prompt_template_id: 101,
+  };
+
+  const mockCloseModal = jest.fn();
+
+  const defaultProps = {
+    llmPrompt: mockLLMPrompt,
+    closeModal: mockCloseModal
+  }
+
+  it('matches the snapshot with sample LLM prompt data', () => {
+    const { asFragment } = render(
+      <ViewLLMPromptModal {...defaultProps} />
+    );
+    expect(asFragment()).toMatchSnapshot();
+  });
+
+  it('displays the correct LLM Prompt information', () => {
+    render(<ViewLLMPromptModal {...defaultProps} />);
+
+    expect(screen.getByText('LLM Prompt Template')).toBeInTheDocument();
+    expect(screen.getByText(mockLLMPrompt.name)).toBeInTheDocument();
+    expect(screen.getByText('Contents')).toBeInTheDocument();
+    expect(screen.getByText(mockLLMPrompt.prompt)).toBeInTheDocument();
+  });
+
+  it('calls closeModal when the Close button is clicked', async () => {
+    render(<ViewLLMPromptModal {...defaultProps} />);
+
+    const closeButton = screen.getByRole('button', { name: /close/i });
+    await userEvent.click(closeButton);
+
+    expect(mockCloseModal).toHaveBeenCalledTimes(1);
+  });
+});
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/datasetTable.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/datasetTable.tsx
index a76a42773a0..c7fd8643d24 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/datasetTable.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/datasetTable.tsx
@@ -9,6 +9,7 @@ const dataTableFields = [
     name: 'Dataset',
     attribute: 'datasetVersion',
     width: '70px',
+    noTooltip: true
   },
   {
     name: 'Created',
@@ -50,14 +51,7 @@ const dataTableFields = [
     width: '30px',
     headerClassName: 'center-content',
     rowSectionClassName: 'center-content'
-  },
-  {
-    name: 'Access',
-    attribute: 'viewButton',
-    headerClassName: 'center-content',
-    width: '70px',
-    noTooltip: true
-  },
+  }
 ]
 
 const DatasetTable = ({ datasets, individualDatasetLinkBase, }: { datasets: DatasetInterface[], individualDatasetLinkBase: string }) => {
@@ -67,14 +61,13 @@ const DatasetTable = ({ datasets, individualDatasetLinkBase, }: { datasets: Data
 
       return {
         id,
-        datasetVersion: `Dataset ${version}`,
+        datasetVersion: <a className="quill-button extra-small outlined" href={`${individualDatasetLinkBase}/${id}`}>Dataset {version}</a>,
         created: moment(created_at).format("MM/DD/YY"),
         notes,
         totalTestResponsesCount: optimal_count + suboptimal_count,
         optimalTestResponsesCount: optimal_count,
         trialsCount: trial_count,
-        suboptimalTestResponsesCount: suboptimal_count,
-        viewButton: <a className="quill-button extra-small outlined" href={`${individualDatasetLinkBase}/${id}`}>View</a>
+        suboptimalTestResponsesCount: suboptimal_count
       }
     })
   }
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/viewLLMPromptModal.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/viewLLMPromptModal.tsx
new file mode 100644
index 00000000000..0334116cd88
--- /dev/null
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/shared/viewLLMPromptModal.tsx
@@ -0,0 +1,25 @@
+import * as React from "react";
+
+import { LLMPromptInterface, } from '../../../../interfaces/evidenceInterfaces';
+
+const ViewLLMPromptModal = ({ llmPrompt, closeModal, }: { llmPrompt: LLMPromptInterface; closeModal: () => void; }) => {
+  const { name, prompt, } = llmPrompt
+
+  return (
+    <div className="modal-container view-llm-prompt-modal-container">
+      <div className="modal-background" />
+      <div className="view-llm-prompt-modal quill-modal modal-body">
+        <div className="top-section">
+          <button className="quill-button medium green outlined focus-on-light close-button" onClick={closeModal} type="button">Close</button>
+          <h3>LLM Prompt</h3>
+          <h4>LLM Prompt Template</h4>
+          <p>{name}</p>
+          <h4>Contents</h4>
+          <div className="pre-wrapper">{prompt}</div>
+        </div>
+      </div>
+    </div>
+  )
+}
+
+export default ViewLLMPromptModal
diff --git a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/trialRunner/trialRunner.tsx b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/trialRunner/trialRunner.tsx
index e56836f4e3a..aa20651e9c9 100644
--- a/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/trialRunner/trialRunner.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/components/evidence/llmPromptDatasets/trialRunner/trialRunner.tsx
@@ -103,7 +103,7 @@ const TrialRunner: React.FC<RouteComponentProps<ActivityRouteProps>> = ({ match
   }
 
   function successFunction() {
-    const callback = window.location.href = linkToIndividualDatasetPage
+    const callback = () => window.location.href = linkToIndividualDatasetPage
     invalidateCachesForDataset(callback)
   }
 
@@ -127,7 +127,7 @@ const TrialRunner: React.FC<RouteComponentProps<ActivityRouteProps>> = ({ match
     queryClient.invalidateQueries(`dataset-${datasetId}-new-trial`, {
       refetchInactive: false,
     });
-    
+
     queryClient.invalidateQueries('llm-prompt-templates', {
       refetchInactive: false
     })
@@ -139,7 +139,7 @@ const TrialRunner: React.FC<RouteComponentProps<ActivityRouteProps>> = ({ match
       refetchInactive: false,
     });
 
-    if (callback) { callback() }
+    if (callback && typeof callback === 'function') { callback() }
   }
 
   function setDatasetRelevantTextsAndInvalidateCache(newDatasetRelevantTexts) {
diff --git a/services/QuillLMS/client/app/bundles/Staff/helpers/evidence/renderHelpers.tsx b/services/QuillLMS/client/app/bundles/Staff/helpers/evidence/renderHelpers.tsx
index 0e0412d3333..285819cc8b9 100644
--- a/services/QuillLMS/client/app/bundles/Staff/helpers/evidence/renderHelpers.tsx
+++ b/services/QuillLMS/client/app/bundles/Staff/helpers/evidence/renderHelpers.tsx
@@ -1,7 +1,7 @@
 import * as React from "react";
 import { Link } from 'react-router-dom';
 
-import { RULE_TYPE_TO_NAME, RULE_TYPE_TO_ROUTE_PART, AUTO_ML_AI_TYPE, RAG_AI_TYPE, GEN_AI_AI_TYPE, } from "../../../../constants/evidence";
+import { RULE_TYPE_TO_NAME, RULE_TYPE_TO_ROUTE_PART, AUTO_ML_AI_TYPE, GENERATIVE_LABEL_AI_TYPE, GEN_AI_AI_TYPE, } from "../../../../constants/evidence";
 import { DataTable } from "../../../Shared";
 import { ActivityInterface, InvalidHighlight } from '../../interfaces/evidenceInterfaces';
 
@@ -94,7 +94,7 @@ export const renderColorCodedAiType = (aiType: string) => {
   const aiTypeToClassName = {
     [AUTO_ML_AI_TYPE]: 'auto-ml',
     [GEN_AI_AI_TYPE]: 'gen-ai',
-    [RAG_AI_TYPE]: 'rag'
+    [GENERATIVE_LABEL_AI_TYPE]: 'generative-label'
   }
 
   return <span className={`ai-type-tag ${aiTypeToClassName[aiType]}`}>{aiType}</span>
diff --git a/services/QuillLMS/client/app/bundles/Staff/interfaces/evidenceInterfaces.ts b/services/QuillLMS/client/app/bundles/Staff/interfaces/evidenceInterfaces.ts
index 6f0633a5e1a..27041d9c200 100644
--- a/services/QuillLMS/client/app/bundles/Staff/interfaces/evidenceInterfaces.ts
+++ b/services/QuillLMS/client/app/bundles/Staff/interfaces/evidenceInterfaces.ts
@@ -174,6 +174,15 @@ export interface StemVaultInterface {
   updated_at: string;
 }
 
+export interface ActivatedLLMPromptInterface {
+  id: number;
+  active: boolean;
+  created_at: string;
+  updated_at: string;
+  llm_prompt_id: number;
+  prompt_id: number;
+}
+
 export interface LLMPromptInterface {
   id: number;
   locked: boolean;
@@ -186,6 +195,7 @@ export interface LLMPromptInterface {
   name: string;
   created_at: string;
   updated_at: string;
+  favorite: boolean;
   llm_prompt_template_id: number;
 }
 
@@ -217,6 +227,7 @@ export interface TrialInterface {
   llm_prompt_template?: LLMPromptTemplateInterface;
   vendor?: string;
   test_examples_count?: number;
+  activated_llm_prompts?: ActivatedLLMPromptInterface[]
   updated_at: string;
   created_at: string,
 }
diff --git a/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/activities.scss b/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/activities.scss
index 2f06fc09e12..340d7fc37c9 100644
--- a/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/activities.scss
+++ b/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/activities.scss
@@ -54,7 +54,7 @@
     &.gen-ai {
       background-color: $quill-green-vibrant-20;
     }
-    &.rag {
+    &.generative-label {
       background-color: $quill-purple-20;
     }
   }
diff --git a/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/llm_prompt_datasets.scss b/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/llm_prompt_datasets.scss
index 5dc5c239c31..13c033dc752 100644
--- a/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/llm_prompt_datasets.scss
+++ b/services/QuillLMS/client/app/bundles/Staff/styles/evidence_manager/llm_prompt_datasets.scss
@@ -56,8 +56,14 @@
     }
   }
 
-  .data-table .data-table-headers .data-table-header:first-of-type {
-    padding-right: 0px;
+  .data-table {
+    .data-table-headers .data-table-header:first-of-type {
+      padding-right: 0px;
+    }
+    .quill-button {
+      min-width: min-content;
+      padding: 4px 8px;
+    }
   }
 }
 
@@ -108,20 +114,33 @@
     justify-content: space-between;
   }
 
-  .trials-table {
+  .data-table-row:has(.active-activated-cell) {
+    background-color: $quill-green-1;
+  }
+
+  .trials-table, .activated-llm-prompts-table {
     height: min-content;
     overflow: visible;
     .data-table-headers {
       padding-bottom: 8px;
       align-items: flex-end;
+      .data-table-header {
+        font-size: 10px;
+      }
     }
-    .quill-button {
-      min-width: min-content;
-      padding: 4px 8px;
+    .data-table-row-section {
+      font-size: 12px;
     }
     .last-column {
       margin-right: 0px;
     }
+    .fas {
+      color: $quill-gold-dark;
+    }
+    .quill-button {
+      padding: 0px 4px;
+      font-size: 10px;
+    }
   }
 }
 
@@ -312,6 +331,19 @@
   }
 }
 
+.individual-trial-container, .trial-comparison-container, .llm-prompt-dataset-container {
+  .filter-and-button-wrapper {
+    display: flex;
+    justify-content: space-between;
+    margin-bottom: 24px;
+    .dropdown-container {
+      max-width: 300px;
+      width: 100%;
+      min-height: 40px;
+    }
+  }
+}
+
 .individual-trial-container, .trial-comparison-container {
   .light-green {
     background-color: $quill-green-warm-20;
@@ -331,18 +363,6 @@
       width: 30px;
     }
   }
-
-  .evaluation-section, .comparisons-section {
-    .filter-and-button-wrapper {
-      display: flex;
-      justify-content: space-between;
-      margin-bottom: 24px;
-    }
-    .dropdown-container {
-      max-width: 300px;
-      width: 100%;
-    }
-  }
 }
 
 .trial-comparison-container {
@@ -468,3 +488,12 @@
     min-height: 60px;
   }
 }
+
+.activate-prompt-modal {
+  .button-section {
+    margin-top: 24px;
+  }
+  .textarea-wrapper {
+    margin-top: 16px;
+  }
+}
diff --git a/services/QuillLMS/client/app/bundles/Staff/utils/evidence/genAIAPIs.ts b/services/QuillLMS/client/app/bundles/Staff/utils/evidence/genAIAPIs.ts
index 672c0e50603..12bbe16e125 100644
--- a/services/QuillLMS/client/app/bundles/Staff/utils/evidence/genAIAPIs.ts
+++ b/services/QuillLMS/client/app/bundles/Staff/utils/evidence/genAIAPIs.ts
@@ -1,4 +1,4 @@
-import { apiFetch, handleApiError, researchGenAIBaseUrl, researchGenAiApiFetch } from '../../helpers/evidence/routingHelpers';
+import { apiFetch, handleApiError, evidenceBaseUrl, researchGenAIBaseUrl, researchGenAiApiFetch } from '../../helpers/evidence/routingHelpers';
 import { requestGet, requestPut, requestPost, } from '../../../../modules/request';
 
 const INCLUDE_TRIAL_COUNT_AND_FORMATTED_CONTENTS_QUERY_STRING = "?include_trial_count_and_formatted_contents=true"
@@ -61,6 +61,19 @@ export const fetchLLMExamplesForTrial = async ({ queryKey }) => {
   };
 }
 
+export const fetchActivatedLLMPromptsForPrompt = async ({ queryKey }) => {
+  const [key, promptId]: [string, number] = queryKey
+
+  const response = await apiFetch(`prompts/${promptId}/activated_llm_prompts`);
+
+  let data = await response.json();
+
+  return {
+    error: handleApiError('Failed to fetch Activated LLM Prompts, please refresh the page.', response),
+    data
+  };
+}
+
 export const fetchTrialAndAssociatedRecords = async ({ queryKey }) => {
   const [key, datasetId, trialId]: [string, string, string] = queryKey
 
@@ -280,3 +293,17 @@ export const createComparison = (datasetId, trialIds, successFunction, errorFunc
     (body) => errorFunction(body.errors)
   )
 }
+
+export const updateLLMPrompt = (llmPrompt, successFunction, errorFunction) => {
+  requestPut(`${researchGenAIBaseUrl}llm_prompts/${llmPrompt.id}`, { research_gen_ai_llm_prompt: llmPrompt, },
+    () => successFunction(),
+    (body) => errorFunction(body.errors)
+  )
+}
+
+export const createActivatedPrompt = (activatedLLMPrompt, promptId, successFunction, errorFunction) => {
+  requestPost(`${evidenceBaseUrl}prompts/${promptId}/activated_llm_prompts`, { research_gen_ai_activated_llm_prompt: activatedLLMPrompt, },
+    (body) => successFunction(body),
+    (body) => errorFunction(body.errors)
+  )
+}
diff --git a/services/QuillLMS/client/app/constants/evidence.ts b/services/QuillLMS/client/app/constants/evidence.ts
index 189147d3a3c..61b0323e43e 100644
--- a/services/QuillLMS/client/app/constants/evidence.ts
+++ b/services/QuillLMS/client/app/constants/evidence.ts
@@ -52,10 +52,10 @@ export const SECOND_STRONG_EXAMPLE = 'second_strong_example';
 export const EVIDENCE_SUBOPTIMAL_SPELLING_OR_GRAMMAR_FINAL_ATTEMPT_FEEDBACK = "You completed four revisions!<br/><br/>You’ve found the right piece of evidence, but there may still be spelling or grammar changes you could make to improve your sentence.<br/><br/>Read your sentence one more time and think about what changes you could make. Then move on to the next prompt."
 
 export const AUTO_ML_AI_TYPE = 'AutoML'
-export const RAG_AI_TYPE = 'RAG'
+export const GENERATIVE_LABEL_AI_TYPE = 'GenerativeLabel'
 export const GEN_AI_AI_TYPE = 'GenAI'
 
-export const AI_TYPES = [AUTO_ML_AI_TYPE, RAG_AI_TYPE, GEN_AI_AI_TYPE]
+export const AI_TYPES = [AUTO_ML_AI_TYPE, GENERATIVE_LABEL_AI_TYPE, GEN_AI_AI_TYPE]
 
 export const courseOptions = [
   {
diff --git a/services/QuillLMS/config/initializers/zeitwerk.rb b/services/QuillLMS/config/initializers/zeitwerk.rb
index 33a27454fe9..d1f4b1447cd 100644
--- a/services/QuillLMS/config/initializers/zeitwerk.rb
+++ b/services/QuillLMS/config/initializers/zeitwerk.rb
@@ -4,6 +4,7 @@
   autoloader.inflector = Zeitwerk::Inflector.new
   autoloader.inflector.inflect(
     'activated_llm_prompt' => 'ActivatedLLMPrompt',
+    'activated_llm_prompts_controller' => 'ActivatedLLMPromptsController',
     'auto_ml' => 'AutoML',
     'build_llm_example_worker' => 'BuildLLMExampleWorker',
     'concept_replacement_cms_worker' => 'ConceptReplacementCMSWorker',
diff --git a/services/QuillLMS/engines/evidence/app/controllers/evidence/activated_llm_prompts_controller.rb b/services/QuillLMS/engines/evidence/app/controllers/evidence/activated_llm_prompts_controller.rb
new file mode 100644
index 00000000000..ea791aaed56
--- /dev/null
+++ b/services/QuillLMS/engines/evidence/app/controllers/evidence/activated_llm_prompts_controller.rb
@@ -0,0 +1,29 @@
+# frozen_string_literal: true
+
+module Evidence
+  class ActivatedLLMPromptsController < ApplicationController
+    def index
+      render json: { activated_llm_prompts: prompt.activated_llm_prompts.order(id: :desc).map { |alp| alp.serializable_hash(include: [:trial]) } }
+    end
+
+    def create
+      activated_llm_prompt = prompt.activated_llm_prompts.build(activated_llm_prompt_params)
+
+      if activated_llm_prompt.save
+        render json: { id: activated_llm_prompt.id }
+      else
+        render json: { error: activated_llm_prompt.errors }, status: 400
+      end
+    end
+
+    private def prompt
+      @prompt ||= Evidence::Prompt.find(params[:prompt_id])
+    end
+
+    private def activated_llm_prompt_params
+      params
+        .require(:research_gen_ai_activated_llm_prompt)
+        .permit(:active, :llm_prompt_id, :notes)
+    end
+  end
+end
diff --git a/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/datasets_controller.rb b/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/datasets_controller.rb
index 73a17423e7a..d2a0934a577 100644
--- a/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/datasets_controller.rb
+++ b/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/datasets_controller.rb
@@ -56,7 +56,8 @@ def show
                 data_subsets: @data_subsets,
                 trials: @trials,
                 guidelines: @dataset.guidelines,
-                dataset_relevant_texts: @dataset_relevant_texts.order(:id)
+                dataset_relevant_texts: @dataset_relevant_texts.order(:id),
+                active_activated_llm_prompt: @stem_vault.prompt.active_activated_llm_prompt
               }
             end
           end
diff --git a/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/llm_prompts_controller.rb b/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/llm_prompts_controller.rb
index d018e55bac1..70eb1d04436 100644
--- a/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/llm_prompts_controller.rb
+++ b/services/QuillLMS/engines/evidence/app/controllers/evidence/research/gen_ai/llm_prompts_controller.rb
@@ -8,6 +8,22 @@ def show
           @llm_prompt = LLMPrompt.find(params[:id])
           @dataset = @llm_prompt&.trial&.dataset
         end
+
+        def update
+          @llm_prompt = LLMPrompt.find(params[:id])
+
+          if @llm_prompt.update(llm_prompt_params)
+            render json: { id: @llm_prompt.id }
+          else
+            render json: { error: @llm_prompt.errors }, status: 400
+          end
+        end
+
+        private def llm_prompt_params
+          params
+            .require(:research_gen_ai_llm_prompt)
+            .permit(:favorite)
+        end
       end
     end
   end
diff --git a/services/QuillLMS/engines/evidence/app/models/evidence/activated_llm_prompt.rb b/services/QuillLMS/engines/evidence/app/models/evidence/activated_llm_prompt.rb
index 6a2270cdf3c..5cdc275876f 100644
--- a/services/QuillLMS/engines/evidence/app/models/evidence/activated_llm_prompt.rb
+++ b/services/QuillLMS/engines/evidence/app/models/evidence/activated_llm_prompt.rb
@@ -16,6 +16,7 @@ module Evidence
   class ActivatedLLMPrompt < ApplicationRecord
     belongs_to :llm_prompt, class_name: 'Evidence::Research::GenAI::LLMPrompt'
     belongs_to :prompt
+    has_one :trial, through: :llm_prompt, class_name: 'Evidence::Research::GenAI::Trial'
 
     validates :llm_prompt, presence: true
     validates :prompt, presence: true
@@ -24,8 +25,6 @@ class ActivatedLLMPrompt < ApplicationRecord
 
     scope :active, -> { where(active: true) }
 
-    validates :llm_prompt_id, uniqueness: { scope: :prompt_id }, if: :active?
-
     before_save :deactivate_other_prompts, if: :active?
 
     private def deactivate_other_prompts
diff --git a/services/QuillLMS/engines/evidence/app/models/evidence/prompt.rb b/services/QuillLMS/engines/evidence/app/models/evidence/prompt.rb
index 016926dc720..784a3b38d57 100644
--- a/services/QuillLMS/engines/evidence/app/models/evidence/prompt.rb
+++ b/services/QuillLMS/engines/evidence/app/models/evidence/prompt.rb
@@ -84,6 +84,12 @@ def active_llm_prompt
         .first
     end
 
+    def active_activated_llm_prompt
+      activated_llm_prompts
+        .merge(Evidence::ActivatedLLMPrompt.active)
+        .first
+    end
+
     def distinct_automl_highlight_arrays
       @distinct_automl_highlight_arrays ||= rules
         .includes(feedbacks: :highlights)
diff --git a/services/QuillLMS/engines/evidence/app/models/evidence/research/gen_ai/trial.rb b/services/QuillLMS/engines/evidence/app/models/evidence/research/gen_ai/trial.rb
index 5ebe27c61c6..fe9461e4a00 100644
--- a/services/QuillLMS/engines/evidence/app/models/evidence/research/gen_ai/trial.rb
+++ b/services/QuillLMS/engines/evidence/app/models/evidence/research/gen_ai/trial.rb
@@ -39,6 +39,7 @@ class Trial < ApplicationRecord
         belongs_to :dataset
         has_one :llm_prompt_template, through: :llm_prompt
 
+        has_many :activated_llm_prompts, through: :llm_prompt
         has_many :llm_examples, -> { includes(:test_example).order(:id) }
         has_many :test_examples, -> { order(:id) }, through: :dataset
 
@@ -53,6 +54,7 @@ class Trial < ApplicationRecord
         delegate :test_examples_count, :optimal_count, :suboptimal_count, to: :dataset
         delegate :classification?, :generative?, to: :dataset
         delegate :version, to: :llm, prefix: true
+        delegate :version, to: :dataset, prefix: true
 
         scope :completed, -> { where(status: COMPLETED) }
         scope :failed, -> { where(status: FAILED) }
@@ -81,8 +83,8 @@ class Trial < ApplicationRecord
         def serializable_hash(options = nil)
           options ||= {}
           super(options.reverse_merge(
-            include: [:llm_prompt],
-            methods: [:average_g_eval_score, :optimal_correct, :optimal_count, :suboptimal_correct, :suboptimal_count, :llm_version, :vendor, :test_examples_count]
+            include: [:llm_prompt, :activated_llm_prompts],
+            methods: [:average_g_eval_score, :optimal_correct, :optimal_count, :suboptimal_correct, :suboptimal_count, :llm_version, :dataset_version, :vendor, :test_examples_count]
           ))
         end
 
diff --git a/services/QuillLMS/engines/evidence/config/initializers/zeitwerk.rb b/services/QuillLMS/engines/evidence/config/initializers/zeitwerk.rb
index 18cab5bb936..e1c695eccb4 100644
--- a/services/QuillLMS/engines/evidence/config/initializers/zeitwerk.rb
+++ b/services/QuillLMS/engines/evidence/config/initializers/zeitwerk.rb
@@ -4,6 +4,7 @@
   autoloader.inflector = Zeitwerk::Inflector.new
   autoloader.inflector.inflect(
     'activated_llm_prompt' => 'ActivatedLLMPrompt',
+    'activated_llm_prompts_controller' => 'ActivatedLLMPromptsController',
     'auto_ml' => 'AutoML',
     'build_llm_example_worker' => 'BuildLLMExampleWorker',
     'gen_ai' => 'GenAI',
diff --git a/services/QuillLMS/engines/evidence/config/routes.rb b/services/QuillLMS/engines/evidence/config/routes.rb
index d23d451aa49..5cd3e75a221 100644
--- a/services/QuillLMS/engines/evidence/config/routes.rb
+++ b/services/QuillLMS/engines/evidence/config/routes.rb
@@ -15,6 +15,10 @@
     end
   end
 
+  resources :prompts, only: [] do
+    resources :activated_llm_prompts, only: [:index, :create]
+  end
+
   resources :automl_models, only: [:index, :show, :create, :update, :destroy] do
     member { put :activate }
     collection { get :deployed_model_names_and_projects }
@@ -45,7 +49,7 @@
   namespace :research do
     namespace :gen_ai do
       resources :llms, only: [:new, :create, :show, :index, :update]
-      resources :llm_prompts, only: [:show]
+      resources :llm_prompts, only: [:show, :update]
       resources :llm_prompt_templates, only: [:new, :create, :show, :index, :edit, :update] do
         collection { put :bulk_update }
       end
diff --git a/services/QuillLMS/engines/evidence/spec/controllers/evidence/activated_llm_prompts_controller_spec.rb b/services/QuillLMS/engines/evidence/spec/controllers/evidence/activated_llm_prompts_controller_spec.rb
new file mode 100644
index 00000000000..857f2837be3
--- /dev/null
+++ b/services/QuillLMS/engines/evidence/spec/controllers/evidence/activated_llm_prompts_controller_spec.rb
@@ -0,0 +1,83 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+module Evidence
+  RSpec.describe ActivatedLLMPromptsController, type: :controller do
+    routes { Evidence::Engine.routes } # Use the correct engine routes
+
+    let(:json_response) { JSON.parse(response.body) }
+    let(:prompt) { create(:evidence_prompt) }
+    let(:llm_prompt) { create(:evidence_research_gen_ai_llm_prompt) }
+    let(:valid_params) do
+      {
+        research_gen_ai_activated_llm_prompt: {
+          active: true,
+          llm_prompt_id: llm_prompt.id,
+          notes: 'Sample note'
+        },
+        prompt_id: prompt.id
+      }
+    end
+
+    describe 'GET #index' do
+      let!(:activated_llm_prompt) { create(:evidence_activated_llm_prompt, llm_prompt:, prompt:, active: true) }
+
+      it 'returns a successful response' do
+        get :index, params: { prompt_id: prompt.id }
+
+        expect(response).to be_successful
+        expect(json_response['activated_llm_prompts']).to be_present
+        expect(json_response['activated_llm_prompts'].first['id']).to eq(activated_llm_prompt.id)
+      end
+
+      context 'with associated trial data' do
+        let!(:trial) { create(:evidence_research_gen_ai_trial, llm_prompt:) }
+
+        it 'includes associated trial data' do
+          get :index, params: { prompt_id: prompt.id }
+
+          expect(response).to be_successful
+          expect(json_response['activated_llm_prompts'].first['trial']).to be_present
+          expect(json_response['activated_llm_prompts'].first['trial']['id']).to eq(trial.id)
+        end
+      end
+    end
+
+    describe 'POST #create' do
+      context 'with valid parameters' do
+        it 'creates a new activated LLM prompt' do
+          expect {
+            post :create, params: valid_params
+          }.to change(Evidence::ActivatedLLMPrompt, :count).by(1)
+
+          expect(response).to have_http_status(:ok)
+          expect(json_response['id']).to be_present
+        end
+
+        context 'if active is true and there is an existing active activated_llm_prompt' do
+          let!(:existing_activated_llm_prompt)  { create(:evidence_activated_llm_prompt, llm_prompt:, prompt:, active: true) }
+
+          it 'sets other prompts to inactive' do
+            post :create, params: valid_params
+
+            expect(response).to have_http_status(:ok)
+            expect(existing_activated_llm_prompt.reload.active).to be_falsey
+          end
+        end
+      end
+
+      context 'with invalid parameters' do
+        it 'returns an error when required parameters are missing' do
+          invalid_params = valid_params.deep_dup
+          invalid_params[:research_gen_ai_activated_llm_prompt].delete(:llm_prompt_id)
+
+          post :create, params: invalid_params
+
+          expect(response).to have_http_status(400)
+          expect(json_response['error']).to be_present
+        end
+      end
+    end
+  end
+end
diff --git a/services/QuillLMS/engines/evidence/spec/controllers/evidence/research/gen_ai/datasets_controller_spec.rb b/services/QuillLMS/engines/evidence/spec/controllers/evidence/research/gen_ai/datasets_controller_spec.rb
index 4cdb3bf8550..e223b277c70 100644
--- a/services/QuillLMS/engines/evidence/spec/controllers/evidence/research/gen_ai/datasets_controller_spec.rb
+++ b/services/QuillLMS/engines/evidence/spec/controllers/evidence/research/gen_ai/datasets_controller_spec.rb
@@ -19,7 +19,9 @@ module GenAI
         describe 'GET #show' do
           context 'JSON format' do
             let(:is_staff) { true }
-            let(:dataset) { create(:evidence_research_gen_ai_dataset) }
+            let(:prompt) { create(:evidence_prompt) }
+            let(:stem_vault) { create(:evidence_research_gen_ai_stem_vault, prompt:) }
+            let(:dataset) { create(:evidence_research_gen_ai_dataset, stem_vault:) }
 
             it 'returns relevant records for new llm prompt template' do
               get :show, params: { id: dataset.id }, format: :json
diff --git a/services/QuillLMS/engines/evidence/spec/controllers/evidence/research/gen_ai/llm_prompts_controller_spec.rb b/services/QuillLMS/engines/evidence/spec/controllers/evidence/research/gen_ai/llm_prompts_controller_spec.rb
new file mode 100644
index 00000000000..bb57d5e1721
--- /dev/null
+++ b/services/QuillLMS/engines/evidence/spec/controllers/evidence/research/gen_ai/llm_prompts_controller_spec.rb
@@ -0,0 +1,46 @@
+# frozen_string_literal: true
+
+require 'rails_helper'
+
+module Evidence
+  module Research
+    module GenAI
+      RSpec.describe LLMPromptsController, type: :controller do
+        routes { Evidence::Engine.routes } # Use the correct engine routes
+
+        let(:dataset) { create(:evidence_research_gen_ai_dataset) }
+        let(:llm_prompt) { create(:evidence_research_gen_ai_llm_prompt) }
+        let!(:trial) { create(:evidence_research_gen_ai_trial, dataset:, llm_prompt:) }
+        let(:user) { double('User') }
+        let(:parsed_response) { JSON.parse(response.body) }
+
+        before do
+          allow(controller).to receive(:current_user).and_return(user)
+          allow(user).to receive(:staff?).and_return(true)
+        end
+
+        describe 'PUT #update' do
+          let(:valid_params) { { research_gen_ai_llm_prompt: { favorite: true } } }
+
+          context 'with valid parameters' do
+            it 'updates the LLM prompt and returns the ID' do
+              put :update, params: valid_params.merge(id: llm_prompt.id)
+
+              expect(response).to have_http_status(:ok)
+              expect(parsed_response['id']).to eq(llm_prompt.id)
+              expect(llm_prompt.reload.favorite).to be_truthy
+            end
+          end
+
+          context 'when the LLM prompt does not exist' do
+            it 'raises an ActiveRecord::RecordNotFound error' do
+              expect {
+                put :update, params: valid_params.merge(id: -1)
+              }.to raise_error(ActiveRecord::RecordNotFound)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/services/QuillLMS/engines/evidence/spec/models/evidence/activated_llm_prompt_spec.rb b/services/QuillLMS/engines/evidence/spec/models/evidence/activated_llm_prompt_spec.rb
index 9e94d8b7642..2eb79d0d964 100644
--- a/services/QuillLMS/engines/evidence/spec/models/evidence/activated_llm_prompt_spec.rb
+++ b/services/QuillLMS/engines/evidence/spec/models/evidence/activated_llm_prompt_spec.rb
@@ -28,32 +28,6 @@ module Evidence
     it { should have_readonly_attribute(:prompt_id) }
     it { should have_readonly_attribute(:active) }
 
-    describe 'validations' do
-      let(:prompt) { create(:evidence_prompt) }
-      let(:llm_prompt) { create(:evidence_research_gen_ai_llm_prompt) }
-      let!(:existing_prompt) { create(factory, prompt:, llm_prompt:, active: true) }
-
-      context 'when active' do
-        it 'validates uniqueness of llm_prompt_id scoped to prompt_id' do
-          new_prompt = build(factory, prompt:, llm_prompt:, active: true)
-          expect(new_prompt).not_to be_valid
-          expect(new_prompt.errors[:llm_prompt_id]).to include('has already been taken')
-        end
-
-        it 'allows same llm_prompt_id with different prompt_id' do
-          new_prompt = build(factory, llm_prompt:, active: true)
-          expect(new_prompt).to be_valid
-        end
-      end
-
-      context 'when inactive' do
-        it 'allows duplicate llm_prompt_id and prompt_id pairs' do
-          new_prompt = build(factory, prompt:, llm_prompt:, active: false)
-          expect(new_prompt).to be_valid
-        end
-      end
-    end
-
     describe '.active' do
       let!(:active_prompt) { create(factory, active: true) }
       let!(:inactive_prompt) { create(factory, active: false) }