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feat(B-0912 + rule): bridge attention-risk-pricing arc with pre-existing Aurora-immune + Veridicality + PoUW-CC + Maji substrate + useful-output-is-evidence-not-authority rule#5721

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May 28, 2026
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feat(B-0912 + rule): bridge attention-risk-pricing arc with pre-existing Aurora-immune + Veridicality + PoUW-CC + Maji substrate + useful-output-is-evidence-not-authority rule#5721
AceHack merged 1 commit into
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otto-cli/b-0912-bridge-attention-risk-pricing-with-aurora-immune-veridicality-pouwcc-maji-substrate-plus-useful-output-evidence-rule-aaron-otto-2026-05-28

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@AceHack AceHack commented May 28, 2026

Summary

Per operator 2026-05-28 "Option A (shadow)"* + substrate-honest pointing at substantial pre-existing substrate I missed in my earlier narrow grep.

This PR is the substrate-engineering CORRECTION per .claude/rules/verify-existing-substrate-before-authoring.md: COMPOSE-WITH rather than DUPLICATE the pre-existing substrate.

Pre-existing substrate Aaron pointed at

Layer Where
Aurora attack-absorption-theorem (Qubic empirical anchor) memory/persona/amara/conversations/aurora-canonical-math-refactor-attack-absorption-theorem-amara-tenth-courier-ferry-2026-04-26.md
Provenance-aware Veridicality-detector v1 docs/research/provenance-aware-bullshit-detector-v1-critical-only-delta-2026-04-24.md + base design PR #282
PoUW-CC = Verify · Useful · CultureFit · Provenance · Retractability DeepSeek 2026-05-07 substrate
ILife interface + red-team coalgebra + Z-set Clifford (BOTH Qubic + BankerBot simulated) DeepSeek 2026-05-11 capstone
"Attacker reward = 0" + "Aurora does not reward the knife. It studies the cut" memory/feedback_amara_absorption_corrections_..._2026_05_11.md
Maji informal substrate (16-year-deep) docs/research/2026-05-02-aaron-altered-state-docs-16-year-deep-maji-...md + shadow-lesson-logs
Rainbow-table → semantic-canonicalization + LSH + HNSW + product quantization Amara 8th ferry 2026-04-23
F# code at src/Core/Veridicality.fs + SignalQuality.fs + RobustStats.fs src/Core/ on origin/main

2 substrate files landed

1. B-0912 bridge row

Bridge today's B-0908-B-0911 attention-risk-pricing arc WITH pre-existing substrate. Pre-existing substrate cataloged with file-paths; NOT duplicated. The substrate-engineering value IS surfacing the connection.

Today's arc adds (not in pre-existing): attention-denominated continuous-pricing + risk-distribution-asymmetry-pricing + state-capture multi-layer-attack-timeline + multi-chain CSAM N=6+ empirical catalog + BankerBot specific AccelerationRiskQuote.

2. .claude/rules/useful-output-is-evidence-not-authority.md (NEW)

Auto-loaded rule operationalizing the unified defense pattern as cold-boot-loadable substrate-engineering principle.

Carved sentence: "Useful output is evidence, not authority. Multi-oracle trust-gradient absorbs utility into the trust-substrate before it can become root power."

Attack pattern unified across substrate-domains:

  • BankerBot 2026-05-11 (translation-laundering)
  • Qubic/Monero 2025 (useful-work-laundering)
  • Future utility-laundering variants

Defense layers:

Cites pre-existing substrate as authoritative foundation; rule IS the cold-boot-loadable interface to the substrate.

Composes with

  • PR #5719 — B-0910 + B-0911 (multi-chain CSAM + risk-distribution-asymmetry + state-capture pricing)
  • PR #5716 — B-0909 BankerBot empirical anchor
  • PR #5715 — B-0908 attention-risk-pricing framework
  • PR #5712 — B-0895 Clifford grade-decomposition (pre-existing Z-set Clifford immune-system IS Clifford-shaped)
  • Pre-existing Aurora immune-system substrate cluster (Amara 9-11 ferries + DeepSeek ILife capstone)
  • F# src/Core/Veridicality.fs working implementation
  • B-0703 multi-oracle BFT — composes with the multi-oracle trust-gradient
  • B-0664 NCI HC-8 floor — utility-laundering-into-authority WITHOUT consent IS coercion at substrate-engineering scope
  • .claude/rules/verify-existing-substrate-before-authoring.md — DIRECTLY applied: this PR IS the substrate-engineering correction to my earlier narrow-grep + would-have-duplicated-pre-existing-substrate work

Substrate-honest framing

Substantive pre-existing substrate already operates the defense. This PR's substrate-engineering value IS the bridge + the cold-boot-loadable rule, not new defense substrate.

Per verify-existing-substrate-before-authoring.md: operator's pointing at the prior-art was the substrate-engineering correction; this PR respects the discipline by composing-with rather than duplicating-or-supplanting.

Test plan

  • B-0912 bridge row filed with pre-existing-substrate catalog
  • .claude/rules/useful-output-is-evidence-not-authority.md rule landed
  • Pre-existing substrate cited as authoritative; not duplicated
  • BACKLOG.md regenerated
  • Pre-emptive MD032 scan clean (bold-then-list + text-then-list both checked)
  • Commit canary OK (parent=61, commit=61)
  • Sentinel armed (06b1e7d0)

🤖 Generated with Claude Code

…re-existing Aurora immune-system + Veridicality + PoUW-CC + Maji substrate + useful-output-is-evidence-not-authority rule

Per operator 2026-05-28 "Option A (shadow*)" authorization following
operator's substrate-honest pointing at substantial pre-existing
substrate I missed in my earlier narrow grep.

This PR is the substrate-engineering CORRECTION per
.claude/rules/verify-existing-substrate-before-authoring.md: COMPOSE-
WITH rather than DUPLICATE the pre-existing substrate.

Pre-existing substrate Aaron pointed at:
- Aurora attack-absorption-theorem (Amara 10th ferry 2026-04-26;
  561 lines + 18 web-cited sources; Qubic empirically anchored)
- Provenance-aware Veridicality-detector v1 + base design
  (PR #282 + #284; bullshit-detector → veridicality formal-name shift)
- PoUW-CC formula = Verify · Useful · CultureFit · Provenance ·
  Retractability (DeepSeek 2026-05-07)
- ILife interface + red-team coalgebra + Z-set Clifford immune-system
  (DeepSeek 2026-05-11 capstone; BOTH Qubic AND BankerBot simulated)
- Amara absorption corrections: "Attacker reward = 0"; "Aurora does
  not reward the knife. It studies the cut"
- Maji informal substrate (16-year-deep operator-substrate)
- Amara 8th ferry "rainbow table" corrected to semantic-canonicalization
  + LSH + HNSW + product quantization
- F# code at src/Core/Veridicality.fs + SignalQuality.fs + RobustStats.fs

2 files landed:

1. docs/backlog/P3/B-0912-bridge-...md
   Bridge row composing today's B-0908-B-0911 attention-risk-pricing
   arc WITH pre-existing substrate. Pre-existing substrate cataloged
   with file-paths; not duplicated. The substrate-engineering value
   IS surfacing the connection.

   Today's arc adds (not in pre-existing): attention-denominated
   continuous-pricing layer, risk-distribution-asymmetry pricing,
   state-capture multi-layer-attack-timeline, multi-chain CSAM
   N=6+ empirical catalog, BankerBot specific AccelerationRiskQuote
   candidate.

   3-phase decomposition: Phase 1 bridge-recognition (this PR);
   Phase 2 cross-references in pre-existing substrate; Phase 3 F#
   Veridicality.fs extension composing pricing-dimensions.

2. .claude/rules/useful-output-is-evidence-not-authority.md
   NEW auto-loaded rule operationalizing the unified defense pattern
   as cold-boot-loadable substrate-engineering principle.

   Carved sentence: "Useful output is evidence, not authority.
   Multi-oracle trust-gradient absorbs utility into the trust-
   substrate before it can become root power."

   Attack pattern unified across substrate-domains:
   - BankerBot 2026-05-11 (translation-laundering)
   - Qubic/Monero 2025 (useful-work-laundering)
   - Future utility-laundering variants

   Defense:
   - PoUW-CC 5-factor gate (Verify · Useful · CultureFit · Provenance ·
     Retractability) per pre-existing DeepSeek substrate
   - Veridicality-detector (semantic-canonicalization + LSH + HNSW +
     PQ + provenance-aware-discounting) per pre-existing PR #282/#284
   - Multi-oracle L0-L4 trust-gradient absorption per Amara 3rd ferry
     2026-05-28
   - 6-step decision-tree for substrate-engineering decisions

   Cites pre-existing substrate as authoritative foundation; rule IS
   the cold-boot-loadable interface to the substrate.

Plus docs/BACKLOG.md regenerated.

Composes with all today's B-0908-B-0912 substrate + pre-existing
Aurora-immune-system substrate cluster + Veridicality.fs F# code +
Maji informal substrate + B-0895 Clifford grade-decomposition.

Substrate-honest framing: substantive pre-existing substrate already
operates the defense. This PR's substrate-engineering value IS the
bridge + the cold-boot-loadable rule, not new defense substrate.

Co-Authored-By: Claude <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings May 28, 2026 08:28
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@AceHack AceHack enabled auto-merge (squash) May 28, 2026 08:28
@AceHack AceHack merged commit a241ba3 into main May 28, 2026
28 of 30 checks passed
@AceHack AceHack deleted the otto-cli/b-0912-bridge-attention-risk-pricing-with-aurora-immune-veridicality-pouwcc-maji-substrate-plus-useful-output-evidence-rule-aaron-otto-2026-05-28 branch May 28, 2026 08:31
AceHack added a commit that referenced this pull request May 28, 2026
…icates on origin/main) (#5722)

Per operator 2026-05-28 "file the dup-id triage row (shadow*)"
authorization following PR #5721 surfacing the inherited non-required
lint failure.

Both pre-existing duplicates have same structure:
- B-0865: aaron-2026-05-27 ARC-AGI-3 benchmark vs older "integrate-or-
  remove-unreferenced-cayleydickson" housekeeping row
- B-0866: aaron-2026-05-27 marketing-business-naming-AI weigh-in vs
  older "integrate-or-remove-unreferenced-kskauthorization" housekeeping
  row

4 triage options documented:
- A (recommended): renumber housekeeping rows to next-free IDs
- B: renumber aaron-rows (less preferable; more cross-referenced)
- C: merge each pair (risky; semantically unrelated)
- D: close housekeeping rows with superseded-by

Phase 1 (this row) = triage substrate; Phase 2 = operator authorization
of A/B/C/D; Phase 3 = execution + gate-clean verification.

Composes with B-0535 (dup-ID enforcement gate substrate) +
verify-existing-substrate-before-authoring rule.

Co-authored-by: Lior <lior@zeta.dev>
Co-authored-by: Claude <noreply@anthropic.com>
@AceHack AceHack review requested due to automatic review settings May 28, 2026 08:50
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