pulse: timing_noise_audit phase 1 merged (autolens_profiling#402)

campaigns.yaml

@@ -77,10 +77,11 @@ campaigns:
   title: Measurement reliability and profiling tools
   status: active
   updated: '2026-10-08'
-  next: 'timing_noise_audit phase 1 (inventory) started 2026-10-08 against autolens_profiling#362 (worktree
-    timing-noise-audit-p1-inventory); related Mind draft call_accounting_ci_timing_threshold.md becomes a fix phase the
-    inventory ranks. Other tasks unchanged and unissued.'
-  evidence: https://github.com/PyAutoLabs/autolens_profiling/issues/362
+  next: 'timing_noise_audit phase 1 merged (autolens_profiling#402): inventory of 31 timing assertions/gates, 10 UNSAFE-SILENT
+    including the dashboard qualify() flag Pulse relies on (pulse/catalogue.py requires qualified: true). Fix phase (2)
+    will change the profiling-summary contract - Pulse must coordinate. New campaign page wiki/campaigns/measurement_tools.md.
+    Other tasks unchanged and unissued.'
+  evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/main/wiki/campaigns/measurement_tools.md
 - id: autofit
   title: PyAutoFit profiling bootstrap
   status: ready
@@ -138,11 +139,13 @@ tasks:
   priority: high
   path: tasks/timing_noise_audit.md
   updated: '2026-10-08'
-  next: 'Phase 1 (inventory, audit only) STARTED 2026-10-08 on the human''s direction after the linear-solver programme
-    closed: issue autolens_profiling#362 reused (plan comment posted), Mind active/timing_noise_audit_phase1_inventory.md,
-    worktree timing-noise-audit-p1-inventory, Opus executing. Deliverable: results/notes/timing_noise_audit_2026_10.md
-    (inventory + PASS/FAIL/INCONCLUSIVE semantics + fix phases) and a read-only assertion lister. Next: /prm on its PR.'
+  next: 'Phase 1 (inventory) MERGED 2026-10-08 as autolens_profiling#402 (main un-reddened first by #403, a Brain theme
+    drift); Mind record complete/2026/10/timing-noise-audit-p1-inventory.md. 31 gates: 11 SOUND / 10 FRAGILE / 10 UNSAFE-SILENT;
+    worst is dashboard qualify() (laptop / no-loadavg / no-host rows qualify, and Pulse accepts evidence on that flag).
+    Next: file phase 2 = fix (1) shared overhead verdict for the #361 test + production cell (reuse #362); then fix (2)
+    dashboard qualification + drift wording, which changes profiling-summary and needs Pulse coordination.'
   issue: https://github.com/PyAutoLabs/autolens_profiling/issues/362
+  evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/main/results/notes/timing_noise_audit_2026_10.md
 - id: mge_likelihood_breakdown_steps_are_cumulative_an
   campaign: measurement-tools
   title: MGE likelihood_breakdown steps are cumulative and `linear_gaussians` is reported as 0

dashboard.md

@@ -1,6 +1,6 @@
 # PyAutoPulse — profiling dashboard
 
-<!-- pulse-campaigns:938f09acacf48ab93bf2de5c0e3ef4f84a61f526f0466765a8e579ca80210082 -->
+<!-- pulse-campaigns:161570e1ff092d4786d763e82ad44cc4dd4fff6307169d73eb409c75fa36d052 -->
 ## Profiling Check In
 
 <details><summary>Full check-in prompt</summary>
@@ -133,13 +133,13 @@ Reviewed 2026-10-04. No new results since the pin. Over-sampling phase 1: add --
 
 <details><summary>Measurement reliability and profiling tools — active</summary>
 
-Reviewed 2026-10-08. timing_noise_audit phase 1 (inventory) started 2026-10-08 against autolens_profiling#362 (worktree timing-noise-audit-p1-inventory); related Mind draft call_accounting_ci_timing_threshold.md becomes a fix phase the inventory ranks. Other tasks unchanged and unissued.
+Reviewed 2026-10-08. timing_noise_audit phase 1 merged (autolens_profiling#402): inventory of 31 timing assertions/gates, 10 UNSAFE-SILENT including the dashboard qualify() flag Pulse relies on (pulse/catalogue.py requires qualified: true). Fix phase (2) will change the profiling-summary contract - Pulse must coordinate. New campaign page wiki/campaigns/measurement_tools.md. Other tasks unchanged and unissued.
 
-[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/issues/362)
+[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/main/wiki/campaigns/measurement_tools.md)
 
 ### Active tasks
 
-- [Audit timing tests and profiling gates for measurement noise](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/timing_noise_audit.md) — active: Phase 1 (inventory, audit only) STARTED 2026-10-08 on the human&#x27;s direction after the linear-solver programme closed: issue autolens_profiling#362 reused (plan comment posted), Mind active/timing_noise_audit_phase1_inventory.md, worktree timing-noise-audit-p1-inventory, Opus executing. Deliverable: results/notes/timing_noise_audit_2026_10.md (inventory + PASS/FAIL/INCONCLUSIVE semantics + fix phases) and a read-only assertion lister. Next: /prm on its PR.
+- [Audit timing tests and profiling gates for measurement noise](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/timing_noise_audit.md) — active: Phase 1 (inventory) MERGED 2026-10-08 as autolens_profiling#402 (main un-reddened first by #403, a Brain theme drift); Mind record complete/2026/10/timing-noise-audit-p1-inventory.md. 31 gates: 11 SOUND / 10 FRAGILE / 10 UNSAFE-SILENT; worst is dashboard qualify() (laptop / no-loadavg / no-host rows qualify, and Pulse accepts evidence on that flag). Next: file phase 2 = fix (1) shared overhead verdict for the #361 test + production cell (reuse #362); then fix (2) dashboard qualification + drift wording, which changes profiling-summary and needs Pulse coordination.
 - [MGE likelihood_breakdown steps are cumulative and `linear_gaussians` is reported as 0](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/mge_likelihood_breakdown_steps_are_cumulative_an.md) — ready: Unchanged and unissued (no GitHub refs, 2026-10-04). Select one bounded step when measurement-tools is prioritised.
 - [A gradient-cost probe: forward vs `value_and_grad` ms/eval and a strict FD check, on any registry cell](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/gradient_cost_probe.md) — ready: Unissued. New context 2026-10-07: Heart unit-test timing flagged PyAutoLens forward-gradient tests +150%/+96% after PyAutoLens#768 rewrote that test file; not a controlled comparison, and this probe is the right instrument. Select one bounded step when prioritised.
 - [Numba breakdown harness: perturb the instance so the operated-matrix memo cannot hide a step](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/numba_breakdown_harness_memo_blind.md) — ready: Unchanged and unissued (PyAutoArray#496 closed 2026-08-27). Select one bounded step when prioritised.

tasks/timing_noise_audit.md

@@ -20,6 +20,14 @@ The original task below is retained verbatim. Current scheduling state lives in
 - Human direction (Pulse check-in, after the linear-solver programme closed): "move on to the next Pulse task"; phase 1 plan approved in chat. Issue #362 reused (plan comment posted 2026-10-08); Mind `active/timing_noise_audit_phase1_inventory.md` (a6e8aa1a); worktree `timing-noise-audit-p1-inventory`, branch `feature/timing-noise-audit-p1-inventory`; Opus executes.
 - Scope: inventory of every timing assertion and production gate with estimator, samples, warm-up, pairing, clock, host qualification, cutoff, noise model, FP/FN risk and owner; PASS/FAIL/INCONCLUSIVE semantics; ranked fix phases with synthetic witnesses; read-only lister with `--check`. No gate or tolerance changes.
 
+
+### Phase 1 shipped 2026-10-08
+
+- [autolens_profiling#402](https://github.com/PyAutoLabs/autolens_profiling/pull/402) merged 2026-10-08 (lint green after main was un-reddened by #403, a PyAutoBrain theme drift). Mind record `complete/2026/10/timing-noise-audit-p1-inventory.md`. Issue #362 stays open for the fix phases.
+- Inventory `results/notes/timing_noise_audit_2026_10.md`: 31 rows, 11 SOUND / 10 FRAGILE / 10 UNSAFE-SILENT. UNSAFE-SILENT includes dashboard `qualify()` (laptop rows with provenance, rows without load average and HPC rows without a host all qualify) — **Pulse-relevant**: `pulse/catalogue.py` accepts evidence on that flag, so today's "qualified" counts on the board are not a measurement-quality statement. The #361 trigger test is FRAGILE (near-zero power; INCONCLUSIVE silent under `pytest -q`; passed at a ratio of 0.79).
+- Lister `scripts/misc/tooling/list_timing_assertions.py --check` is in lint.yml; campaign page `wiki/campaigns/measurement_tools.md` created.
+- Proposed fix phases: (1) shared overhead verdict (test + cell, interval vs excess over budget, visible INCONCLUSIVE); (2) dashboard qualification + drift wording (contract change → Pulse coordination); (3) INCONCLUSIVE for go / lever rules, tie sets instead of argmax. Next: file phase 2 = fix (1) from this task, reusing #362; retire the subsumed Mind draft `call_accounting_ci_timing_threshold.md` when it is filed.
+
 ---
 
 # Audit timing tests and profiling gates for measurement noise