38 lines
1.8 KiB
Markdown
38 lines
1.8 KiB
Markdown
# PRE-ZAI Blocker Closure Design
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## Goal
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Close every locally verifiable blocker before the real Z.ai GOLD benchmark,
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without changing the 90 valid NCM conflicts, inferring human facts, calling
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external AI, deploying, or enabling Firebird AI writes.
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## Design
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The historical conflict audit joins every available seed-payload observation by
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GTIN and fingerprint, preserves descriptions/tenant/product/NCM evidence, and
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classifies each historical row as `RESOLVED_EQUIVALENT_PRODUCT`, `FALSE_MATCH`,
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`VALID_NCM_CONFLICT`, `STALE_OBSERVATION`, or `INSUFFICIENT_EVIDENCE`. Missing
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evidence remains unresolved and never selects an NCM by majority.
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The operator session exposes only COMPANY questions first. It is guided,
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cancelable, review-first, and produces a context import artifact only after
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explicit confirmation. IPI options include real local impact counts where the
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source artifacts expose them; rollback remains a plan until the operator
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chooses it. `MIXED_OR_DYNAMIC` produces no universal CFOP.
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Final health derives from existing artifacts and the regenerated residual plan.
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The report uses `COMPANY_CONTEXT_COMPLETE=false` until answers are actually
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persisted, and labels GROUP/PRODUCT decisions as human-pending rather than
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pipeline failures. Retrieval V2 remains active unless a complete holdout proves
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V3 improvement.
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## Safety and Acceptance
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- Current 90 conflicts remain `NCM_CONFLICT` unless objective evidence changes a
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specific row.
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- Historical rows without evidence are `INSUFFICIENT_EVIDENCE`.
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- All reports state `FIREBIRD_AI_WRITES=0` and `AI_WRITE_ALLOWED=false`.
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- No answer is auto-persisted by the guided session.
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- The final artifact contains no placeholder TODOs and lists only external AI
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quota/credential plus deliberate human decisions as remaining blockers.
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