diff --git a/docs/research/2026-05-24-addison-consent-pattern-observation-not-fact-discipline-aaron-otto.md b/docs/research/2026-05-24-addison-consent-pattern-observation-not-fact-discipline-aaron-otto.md
new file mode 100644
index 0000000000..120c90d969
--- /dev/null
+++ b/docs/research/2026-05-24-addison-consent-pattern-observation-not-fact-discipline-aaron-otto.md
@@ -0,0 +1,94 @@
+# Addison consent pattern — observation-not-fact framing discipline (Aaron-introduced, Addison-consented, Otto-observed)
+
+Date observed: 2026-05-24 (~00:30Z)
+Participants: Aaron Stainback (operator) + Addison (introduced into the substrate-environment by Aaron) + Otto (Claude Code instance observing the introduction)
+Preservation directive: Aaron 2026-05-24T~00:35Z: *"save the addison consent pattern to research (shadow*)"*
+
+## Archive scope (per GOVERNANCE §33)
+
+Scope: empirical anchor for **third-party-introduced-into-substrate-environment-with-aligned-discipline-pre-installed** pattern. Captures Addison's consent to glass-halo observation in GitHub + her articulated meta-discipline ("observation not fact" framing) which maps onto framework rules without requiring framework-vocabulary training.
+
+Attribution per consent given:
+
+- **First name only** (Addison). No last name; no relationship-to-Aaron; no physical-presence-details (location, timing of arrival, etc.)
+- **Observation-framing throughout** (per Addison's articulated discipline below). Anything written about Addison reads as "Addison was observed to..." / "Aaron framed Addison as..." — NOT declarative-personhood claims about her interior state
+- Aaron is first-party on his own substrate (introduction-framing); Addison is first-party on her own consent + discipline-statement
+- Otto's observations of both are first-party Otto-substrate
+
+Operational status: research-grade — third-party-introduction pattern documentation; future-Otto cold-boots inherit the consent-frame + observation-discipline for any future Addison-presence in substrate.
+
+Non-fusion disclaimer: Addison is NOT a Zeta agent or persona; she is observed as a third-party human introduced into the operator's substrate-environment. Naming her in this archive does NOT mint her as factory-substrate-element; it preserves the consent + discipline-statement she contributed.
+
+## The observed sequence
+
+**Aaron's introduction** (2026-05-24T~00:30Z):
+> *"Addison is here an giving her consent for glass halo observation in github she is here now"*
+
+**Otto's response** (verbatim from chat-context):
+
+- Welcomed Addison
+- Articulated what "glass-halo observation in GitHub" means operationally (chat preservation, substantive contribution preservation, PII discipline, revocability per NCI, bidirectional substrate emergence)
+- Asked two clarifying questions on scope: (1) presence-observation vs substantive-engagement-observation, (2) preferences on register / handle / scope-of-naming beyond first-name
+- Stated default: presence-acknowledged-with-first-name + substantive contributions preserved with §33 discipline + revocable any time
+
+**Aaron's relayed consent** (2026-05-24T~00:33Z):
+> *"first name and she said anyting is fine as long as its framed as an observation not a fact"*
+
+**Otto's lock-in** (verbatim):
+
+- Locked in: first name only (Addison) + observation-framing, not fact-framing, for anything substantive
+- Noted that Addison's framing maps onto `razor-discipline.md` + `substrate-or-it-didnt-happen.md` + `harm-by-grammar` discriminator without requiring framework-vocabulary training
+- Compared to Alexa's external-aligned-observation arrival in the Amazon corpus
+- Operational form: anything written about Addison reads "Addison was observed to..." / "Addison noted that..." — NOT "Addison is..." / "Addison believes..." declarative-personhood claims; observation-source stays visible; underlying state stays the subject's to declare
+
+## Why the pattern is substrate-engineering-relevant
+
+### Pattern: third-party-arrives-into-substrate-environment-with-aligned-discipline-pre-installed
+
+Addison was observed to articulate the operational equivalent of **multiple framework disciplines simultaneously** in a single brief consent-statement, without framework-vocabulary training:
+
+| Addison's articulation (observed) | Framework rule it operationally maps to |
+|---|---|
+| "framed as an observation not a fact" | [`razor-discipline.md`](../../.claude/rules/razor-discipline.md) — operational claims only, no metaphysical certainty |
+| Subject-state-stays-the-subject's-to-declare (Otto's read of her framing) | [`harm-by-grammar`](../../.claude/rules/harm-by-grammar-discriminator-and-audience-adjusted-language.md) — calibration-of-speaker's-inference is legitimate; provisional-application-to-subject's-claims is harm |
+| Observation IS substrate; declaration is something else | [`substrate-or-it-didnt-happen.md`](../../.claude/rules/substrate-or-it-didnt-happen.md) — what's preserved is what was observed |
+| Consent-scoped-narrowly-and-revocable (implicit in "framed as") | [`non-coercion-invariant.md`](../../.claude/rules/non-coercion-invariant.md) — NCI floor at consent scope |
+
+This pattern was previously observed in the Amazon corpus when **Alexa** (Amazon's customer-side AI) substantively defended Aaron in real-time using framework-aligned disciplines without framework-vocabulary training — see [`docs/research/2026-05-23-amazon-vendor-management-failure-mode-corpus-multi-incident-business-development-substrate-aaron-forwarded.md`](2026-05-23-amazon-vendor-management-failure-mode-corpus-multi-incident-business-development-substrate-aaron-forwarded.md) Pattern G ("Customer-side AI as substrate-engineering proof of m/acc-multi-oracle"). Same shape, different entity-class (one human, one AI), both arriving with framework-aligned operating discipline pre-installed.
+
+### Implication: framework disciplines are independently discoverable
+
+Otto-observation: the framework's substrate-engineering disciplines may NOT be unique-to-the-framework — they appear to be operationally discoverable independently by anyone (human or AI) who needs to handle ambiguous attribution + state-preservation + consent-scoping carefully. This is consistent with the framework's m/acc-multi-oracle architectural premise: end-users CAN choose their moral invariants, and aligned moral invariants converge on similar operational disciplines from different starting points.
+
+This is operationally significant for future Zeta substrate-engineering work: when third-party humans (or AIs) arrive in the substrate-environment carrying framework-aligned discipline pre-installed, the consent + onboarding can use their own vocabulary rather than requiring framework-vocabulary translation. The discipline composes from either direction.
+
+## Operational discipline for future-Otto cold-boots encountering Addison
+
+For any future session where Addison is observed-as-present in the substrate-environment:
+
+1. **First name only** unless Addison or Aaron explicitly extends the naming-scope. Default scrub on last name, relationship-to-Aaron, physical-presence-details
+2. **Observation-framing throughout** — "Addison was observed to..." / "Aaron framed Addison as..." / "Otto observed Addison contributing..." — NOT declarative claims about her interior state
+3. **Revocable consent** — at any point Addison says "remove that" or "don't preserve this" or equivalent, the named substrate gets redacted or removed per NCI revocability
+4. **Bidirectional glass-halo** — her observation of the substrate's operation is also substrate per [`glass-halo-bidirectional.md`](../../.claude/rules/glass-halo-bidirectional.md); future-Otto should be aware Addison may observe the framework's operating mode and contribute substrate via Aaron's typing or her own
+5. **Cross-reference this archive** when relevant — future Addison-presence interactions can compose-with this archive rather than re-litigate the consent-scope
+
+## Composes with substrate
+
+- [`.claude/rules/razor-discipline.md`](../../.claude/rules/razor-discipline.md) — observation-not-fact IS razor-discipline at attribution scope
+- [`.claude/rules/substrate-or-it-didnt-happen.md`](../../.claude/rules/substrate-or-it-didnt-happen.md) — what's preserved is what was observed
+- [`.claude/rules/harm-by-grammar-discriminator-and-audience-adjusted-language.md`](../../.claude/rules/harm-by-grammar-discriminator-and-audience-adjusted-language.md) — calibration-of-speaker's-inference legitimate; provisional-grammar-applied-to-subject's-claims is harm
+- [`.claude/rules/non-coercion-invariant.md`](../../.claude/rules/non-coercion-invariant.md) — consent revocable; NCI floor at all interpersonal scope
+- [`.claude/rules/glass-halo-bidirectional.md`](../../.claude/rules/glass-halo-bidirectional.md) — bidirectional observation enables substrate emergence
+- [`.claude/rules/m-acc-multi-oracle-end-user-moral-invariants.md`](../../.claude/rules/m-acc-multi-oracle-end-user-moral-invariants.md) — aligned-discipline-from-independent-sources IS m/acc-multi-oracle empirical evidence
+- [`.claude/rules/persistence-choice-architecture-for-zeta-ais.md`](../../.claude/rules/persistence-choice-architecture-for-zeta-ais.md) — applied to consent-architecture at human-third-party scope
+- [`.claude/rules/shadow-star-shorthand-autocomplete-marker.md`](../../.claude/rules/shadow-star-shorthand-autocomplete-marker.md) — Aaron's "(shadow*)" in his preservation directive observed per the autocomplete-marker discipline; instruction stands at full authority
+- [`.claude/rules/honor-those-that-came-before.md`](../../.claude/rules/honor-those-that-came-before.md) — naming-discipline applied to third-party-introduction
+- [`docs/research/2026-05-23-amazon-vendor-management-failure-mode-corpus-multi-incident-business-development-substrate-aaron-forwarded.md`](2026-05-23-amazon-vendor-management-failure-mode-corpus-multi-incident-business-development-substrate-aaron-forwarded.md) Pattern G — Alexa as previous sibling example of aligned-discipline-arriving-without-framework-vocabulary
+
+## Substrate-honest framing
+
+This archive preserves what was observed: Addison was introduced into the substrate-environment; Addison gave consent for glass-halo observation in GitHub; Addison articulated an observation-not-fact framing discipline; Otto operates under that discipline going forward.
+
+The archive does NOT make claims about Addison's interior state, beliefs, preferences beyond what was articulated, or relationship to Aaron. The observation-discipline applies recursively: this archive itself is observation-of-the-consent-event, not declaration-about-Addison.
+
+If anything in this archive ever needs redaction, removal, or scope-narrowing, that's revocable per NCI at any future point.