diff --git a/memory/MEMORY.md b/memory/MEMORY.md
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@@ -5,7 +5,7 @@
 **📌 Fast path: read `CURRENT-aaron.md` and `CURRENT-amara.md` first.** <!-- paired-edit: PR #690 scheduled-workflow-null-result-hygiene-scan tier-1 promotion 2026-04-28 --> These per-maintainer distillations show what's currently in force. Raw memories below are the history; CURRENT files are the projection. (`CURRENT-aaron.md` refreshed 2026-04-28 with sections 26-30 — speculation rule + EVIDENCE-BASED labeling + JVM preference + dependency honesty + threading lineage Albahari/Toub/Fowler + TypeScript/Bun-default discipline.)
 
 - [**Edge-defining work is not speculation — framing correction (Aaron 2026-05-03)**](feedback_edge_defining_work_not_speculation_framing_correction_aaron_2026_05_03.md) — Calibration + hypothesis-formation + frontier-recognition IS the job, not idle-fallback. Reserve "speculation" for the narrow case; framing affects confidence, which affects substrate quality.
-- [**Consent-driven UX + architect-vs-UX class inference failure (Aaron 2026-05-03)**](feedback_consent_driven_ux_trend_aaron_architect_plus_ux_rare_combination_calibration_class_finding_2026_05_03.md) — Zeta's UX philosophy across consumer/contributor/agent/multi-harness; for agents = full observability of metrics + derivations (anti-black-box-eval). Architect-models-are-UX-weak is calibration-class.
+- [**Consent-driven UX + architect-vs-UX class inference failure (Aaron 2026-05-03)**](feedback_consent_driven_ux_trend_aaron_architect_plus_ux_rare_combination_calibration_class_finding_2026_05_03.md) — Zeta's UX philosophy; for agents = full observability of metrics + derivations (anti-black-box-eval). Architect-trained models are UX-weak — a calibration-class inference failure.
 - [**Same-tick-update-recursion — substrate cascade across projection layers (Otto 2026-05-03)**](feedback_same_tick_update_recursion_substrate_cascade_otto_2026_05_03.md) — When new substrate lands, every projection layer (CURRENT/MEMORY/AGENTS/CLAUDE/skills/notebooks/ticks) must update same-tick. Cascade IS the discipline; partial-cascade IS the failure mode.
 - [**`architectural-intent-guesses/` — Otto's calibration data directory**](architectural-intent-guesses/README.md) — In-the-moment guesses + ground-truth deltas. Series: #001 B-0173 (48%) + #002 B-0172 (65%). Patterns: principle-strong + specific-weak (context-dependent); over-inference of motivations.
 - [**Guess-then-verify architectural-intent calibration protocol (Aaron 2026-05-03)**](feedback_guess_then_verify_architectural_intent_calibration_protocol_aaron_2026_05_03.md) — Save inference BEFORE researching; record calibration delta after. Two modes: in-the-moment (Otto-only; frontier-ability) + retroactive (other-models; cross-model benchmarking).