docs(research): Claude.ai — three-week stability as strongest evidence + metrics#2698
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…dence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com>
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Pull request overview
Adds a new research note capturing a correction to the “seven-model convergence” framing, emphasizing three-week autonomous stability as the key evidence, and proposing candidate dashboard metrics to track stability/drift over time.
Changes:
- Added a new research write-up documenting the correction + Claude.ai’s updated interpretation.
- Listed “dashboard candidate” metrics (merge rate, uptime/continuous operation, drift/substrate correction MTBF, gate pass rate).
- Clarified that stability strengthens the methodology claim but does not validate specific technical claims (e.g., E8-related claims).
Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com>
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) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * decompose(B-0114): smallest atomic children (re-decomp, TS-first) B-0114 was too broad (3 coarse sub-items). Re-decomposed to 6 dependency-ordered atomic rows per rules (assume prior decomp mistake). Prefer TS over bash/docs. One bounded step only. Focused checks (in worktree): - dotnet build -c Release: 0 warnings, 0 errors (gate passed) - Worktree isolated, root untouched, claim branch pushed first Children: B-0339 (pre-push skeleton), B-0340 (link extractor) buildable now. Others blocked on them. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> * fix: add blank lines around lists in B-0114 decomposition section (MD032) * claim: b0114-decompose-smallest-atomic-children-riven-2026-05-11 - co-repair review threads Co-claim Riven's PR #2702 branch for a bounded Codex review-thread repair: fresh child IDs, last_updated metadata, and PR-body accuracy. Co-Authored-By: Codex <noreply@openai.com> * fix(B-0114): use fresh child IDs in decomposition Address PR #2702 review feedback by assigning unused B-0409 through B-0414 child IDs and bumping the backlog row last_updated date. Checks: git diff --check; bun run lint:markdown docs/backlog/P2/B-0114-alexa-quality-gates-batched-threads-pre-push-lint-memory-link-check-2026-04-30.md; bun tools/backlog/generate-index.ts --check; bun tools/hygiene/check-no-conflict-markers.ts Co-Authored-By: Codex <noreply@openai.com> * release: b0114-decompose-smallest-atomic-children-riven-2026-05-11 - review repair pushed Release the temporary Codex co-claim for PR #2702 after committing the review-thread repair on the shared branch. Co-Authored-By: Codex <noreply@openai.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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… bounded step) (#2704) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * decompose(B-0118): smallest atomic children (TS-first, re-decomp, one bounded step) - Created B-0409 (preamble def, S), B-0410 (amara.ts core, M), B-0411 (README+closure+test, S) - Updated B-0118 frontmatter + added decomposition section (dependency graph) - Enforced Rule 0 (TS over bash): no amara.sh created; pure .ts path - Focused check outcome: ls tools/peer-call/ shows 12 *.ts (incl. amara.ts) + 0 new .sh; rg clean Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> * fix(B-0118): markdownlint blanks-around-headings/lists + backlog index drift --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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… bounded step) (#2706) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * decompose(B-0120): smallest atomic children (TS-first, re-decomp, one bounded step) Decomposed the peer-call architecture refactor into 4 dependency-ordered atomic rows (B-0409 survey, B-0410 loader, B-0411/0412 flag impls). All children are TS-only per Rule 0; parent now depends on them and carries decomposition: clean. One bounded step; no impl, no root touch. Build gate: 0 warnings 0 errors in worktree. Focused checks: dotnet build clean. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> * fix(B-0120): repair decomposition rows Co-Authored-By: Codex <noreply@openai.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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#2714) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * feat(tool): B-0170 smallest-slice — refresh check-counts header to v1.0 reflecting shipped siblings (re-decomp assumption) One bounded step on substrate-claim-checker: updated iteration history and deferred list to match current state of B-0170 (count-drift anchor + 4 siblings shipped). Focused check (bun test): 16 pass, 0 fail, 38 expect() calls — all green. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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…n stub (re-decomp) (#2716) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * feat(tools): B-0343 smallest TS stub — manifest reader + dry-run only (re-decomp bounded slice) One atomic step per rules: no gh, no create, no mutation. Focused checks: execution --dry-run + --help both PASS (0 errors). Follow-up: gh api + idempotency in next child. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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…l (re-decomp) (#2718) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * claim(b0314): smallest safe slice BP-23/24/25 external-anchor backfill (re-decomp) One bounded step. Dedicated worktree + pushed claim branch. Re-decomposed remaining per 'assume mistakes' rule. Focused check: dotnet build -c Release → 0 warnings 0 errors. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> * fix(B-0314): markdownlint errors in slice 9 claim file --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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…rface + CPU stub (re-decomp) (#2719) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * claim(b0292): smallest safe slice — TS structure recognition surface + CPU stub (re-decomp) One bounded step per rules: dedicated worktree, pushed claim branch, focused checks (build 0w/0e, TS exec), claim file only. Slice already in concordance.ts per backlog pre-start gate. Co-Authored-By: Grok <noreply@x.ai> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai>
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…en (riven one-bounded-slice) (#2721) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * docs(backlog): B-0170 start-gate proof + re-decomp to 4 atomic children (riven one-bounded-slice) One bounded step per rules: completed backlog-item start gate (prior-art + dep restructure logged) + re-decomposed the broad item (original atomic overstated; now 4 TS-first atomic children matching current shipped checker state + remaining sub-classes). Focused check outcome (included per task rule): `bun tools/substrate-claim-checker/check-counts.ts memory/feedback_verify_then_claim_discipline_dominant_failure_mode_substrate_authoring_otto_2026_05_03.md` emitted 1 count-drift ("6 sub-classes" vs 20 rows) — tool validates the need and catches live drift. No root checkout touched; dedicated worktree + pushed branch used. Co-authored-by: Cursor <cursoragent@cursor.com> Co-Authored-By: Grok <noreply@x.ai> * fix(B-0170): add blank lines around lists for MD032 compliance * fix(backlog): align B-0170 decomposition metadata Co-Authored-By: Codex <noreply@openai.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Grok <noreply@x.ai>
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…r stub (re-decomp) (#2722) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * feat(tools): B-0343 smallest TS stub — manifest reader + dry-run only (re-decomp bounded slice) One atomic step per rules: no gh, no create, no mutation. Focused checks: execution --dry-run + --help both PASS (0 errors). Follow-up: gh api + idempotency in next child. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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… (re-decomp) (#2724) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com>
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…arved-sentence routing budget, one bounded step) (Riven) (#2731) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * docs(backlog): re-decompose B-0347 into 4 smallest atomic children (carved-sentence routing budget, one bounded step) (Riven) The original B-0347 is too broad (200+ skills, multi-paragraph descriptions causing router drops per /doctor). This re-decomp assumes prior atomic classification mistake and splits into category-bounded slices for parallel execution. One bounded step only; no skill edits yet. Matches velocity, re-decomp, and substrate rules. Future children will prefer TS carving scripts over manual doc edits. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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…resh-instance validation test slices, TS-first, one bounded step) (Riven) (#2734) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * docs(backlog): re-decompose B-0354 into 3 smallest atomic children (fresh-instance validation test slices, TS-first, one bounded step) (Riven) - Completed backlog-item start gate: prior-art search + dependency restructure proof added to row. - Re-decomp assumes original "atomic" was mistaken; split to enable TS harness implementation. - Focused check: dotnet build -c Release (0 warnings, 0 errors) passed pre- and post-edit. - One bounded step only; root checkout untouched. Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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…(toffoli zset join formal model slices, F#-first, one bounded step) (Riven) (#2737) * docs(research): Claude.ai — three-week stability IS the strongest evidence Claude.ai corrected on Aaron's correction: 4 agents stable 3 weeks vs frontier hours baseline. Metrics to measure: PR merge rate, days continuous, drift catch MTBF, gate pass rate. Stability validates methodology, not specific technical claims. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * fix(research): add claudeai archive boundaries Add the required GOVERNANCE §33 archive boundary headers for the forwarded Claude.ai exchange preserved in PR #2698. Co-Authored-By: Codex <noreply@openai.com> * fix(research): link amara corrections Make the Claude.ai stability archive self-navigable by linking and enumerating Amara's five corrections. Co-Authored-By: Codex <noreply@openai.com> * docs(backlog): re-decompose B-0366.2 into 3 smallest atomic children (toffoli zset join formal model slices, F#-first, one bounded step) (Riven) Re-decomposed the M-effort atomic-marked research item per "always re-decompose during build, assume mistakes" and "if too broad, decompose before implementation". One bounded step only: this decomp. Children are S-effort, buildable-now, F# code surface first. No root checkout touched; dedicated worktree + claim branch. Focused check: dotnet build -c Release (0 warnings, 0 errors) — clean (docs-only change). Co-Authored-By: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com> * docs(backlog): fix B-0366.2 markdown EOF newlines Co-Authored-By: Codex <noreply@openai.com> --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Grok <noreply@x.ai> Co-authored-by: Cursor <cursoragent@cursor.com>
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