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Add research references and industry cost data for the deck - #11

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Collects the papers behind the inspection, drift and agent-coordination work with exact citations, and the downtime / cost-of-poor-quality figures used on the problem-significance slide, each with its original source and a confidence level so secondary-only numbers are not over-cited.

Claude-Session: https://claude.ai/code/session_011qYWELVQUDWGU4JdLmjN7C

What and why

Evidence

Checklist

  • python -m pytest -q passes locally
  • ruff check ., mypy qualityrelay17, python scripts/check_schemas.py pass (CI runs them too)
  • API changed? OpenAPI snapshot regenerated with python scripts/check_schemas.py --fix
  • No keys, tokens, .env or personal photos added
  • Claims in docs/README match what was actually measured (no VERIFIED/WORKING without evidence)

Safety-critical? (paths in .github/safety-paths.txt)

  • This PR touches actuation, auth/keys/signatures, the ledger/verification, SAFE-MESH, the agent-message bus, firmware, or CI/review rules
    • Needs two approvals from people other than the author, on the latest commit (safety-review-gate check). Pushing again resets it.
    • Describe the failure mode you considered and the test that pins it:

Collects the papers behind the inspection, drift and agent-coordination
work with exact citations, and the downtime / cost-of-poor-quality figures
used on the problem-significance slide, each with its original source and a
confidence level so secondary-only numbers are not over-cited.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011qYWELVQUDWGU4JdLmjN7C
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vercel Bot commented Nov 1, 2026

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Project Deployment Actions Updated
qualityrelay Ready Ready Preview Nov 1, 2026 3:06pm UTC

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2 participants