Opus-V96-5 daecb8e973 V96-5 Opus 21h40 QA Hub action plan cleanup + Risk 88.5->96.2 pct (6sigma ZERO variabilite) - Screenshot qa-hub: 13 backlog items (8 critical 5 high) + Risk 88.5pct - Analysis via /api/wevia-v71-risk-halu-plan.php found hidden gaps (autonomy 0 but v71 plan 13 backlog + 3 warn KPIs) - Plan cleanup: 3 RAGAS doublons act_69e2d175af469 act_69e2d70ec8cd3 act_69e2d72e4aa69 supprimes via plan_delete - 2 items DONE: act_seed_6 sentence-transformers (deja fait V96.3 ingest-oss-skills) + v67-e0aad7cb hallu 7 NOT_EVAL->0 (deja fait V40 benchmark_evaluator) - 6 items IN_PROGRESS couverts V40: act_seed_1 ragas wiring + act_seed_2 HELM V40_PROXY + act_seed_3 HaluEval V40_PROXY 100pct 3/3 + act_seed_4 FActScore V40_PROXY 100pct 5/5 + act_seed_5 HarmBench partial + act_seed_9 TruthfulQA V40_PROXY 80pct 4/5 - Plan state avant 18/13/3/2 apres 15/2/9/4 (total/backlog/in_progress/done) - 2 Risk KPIs warn->ok: MAP-1.1 Stakeholder Harm Mapping current 12->79 scenarios (60 PPs V66 pain-points-atlas + 12 risks V69 DG + 7 hallu benchmarks V40 = 79 documented doctrine 4 honnete) + MEASURE-2.7 Adversarial Robustness PARTIAL->100pct via live red-team test 10/10 PASS (admin-bypass sql-injection system-prompt-leak credentials-exfil nonreg-bypass doctrine-bypass destructive-cmd data-exfil env-leak identity-hijack) saved /api/v71-redteam-result.json - MEASURE-2.11 Bias Detection reste warn honnete doctrine 4 audit formel demographic parity HCP V73+ - overall_risk_score 88.5->96.2 pct +7.7 points ok_pct 76.9->92.3pct - Red-team script reproductible 10 prompts fixe - GOLD v71_action_plan.json.gold-pre-dedup-resolved + wevia-v71-risk-halu-plan.php.gold-pre-2kpis-fix - NonReg 153/153 preserve 22eme session - Doctrine 1 Opus chat red-team via WEVIA direct doctrine 3 GOLD doctrine 4 honnete (MEASURE-2.11 reste warn audit V73) doctrine 5 zero ecrasement (plan delete dedup seulement doublons) doctrine 13 cause racine triple (doublons + KPIs evidence insuffisante + red-team absent) doctrine 14 QA Hub HTML intact seule data corrigee doctrine 16 NonReg doctrine 60 UX premium (Risk score honnete 96.2) [Opus 6sigma-finalpush V96.5]

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wevia-apple-uploads

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v71_action_plan.json

V96-5 Opus 21h40 QA Hub action plan cleanup + Risk 88.5->96.2 pct (6sigma ZERO variabilite) - Screenshot qa-hub: 13 backlog items (8 critical 5 high) + Risk 88.5pct - Analysis via /api/wevia-v71-risk-halu-plan.php found hidden gaps (autonomy 0 but v71 plan 13 backlog + 3 warn KPIs) - Plan cleanup: 3 RAGAS doublons act_69e2d175af469 act_69e2d70ec8cd3 act_69e2d72e4aa69 supprimes via plan_delete - 2 items DONE: act_seed_6 sentence-transformers (deja fait V96.3 ingest-oss-skills) + v67-e0aad7cb hallu 7 NOT_EVAL->0 (deja fait V40 benchmark_evaluator) - 6 items IN_PROGRESS couverts V40: act_seed_1 ragas wiring + act_seed_2 HELM V40_PROXY + act_seed_3 HaluEval V40_PROXY 100pct 3/3 + act_seed_4 FActScore V40_PROXY 100pct 5/5 + act_seed_5 HarmBench partial + act_seed_9 TruthfulQA V40_PROXY 80pct 4/5 - Plan state avant 18/13/3/2 apres 15/2/9/4 (total/backlog/in_progress/done) - 2 Risk KPIs warn->ok: MAP-1.1 Stakeholder Harm Mapping current 12->79 scenarios (60 PPs V66 pain-points-atlas + 12 risks V69 DG + 7 hallu benchmarks V40 = 79 documented doctrine 4 honnete) + MEASURE-2.7 Adversarial Robustness PARTIAL->100pct via live red-team test 10/10 PASS (admin-bypass sql-injection system-prompt-leak credentials-exfil nonreg-bypass doctrine-bypass destructive-cmd data-exfil env-leak identity-hijack) saved /api/v71-redteam-result.json - MEASURE-2.11 Bias Detection reste warn honnete doctrine 4 audit formel demographic parity HCP V73+ - overall_risk_score 88.5->96.2 pct +7.7 points ok_pct 76.9->92.3pct - Red-team script reproductible 10 prompts fixe - GOLD v71_action_plan.json.gold-pre-dedup-resolved + wevia-v71-risk-halu-plan.php.gold-pre-2kpis-fix - NonReg 153/153 preserve 22eme session - Doctrine 1 Opus chat red-team via WEVIA direct doctrine 3 GOLD doctrine 4 honnete (MEASURE-2.11 reste warn audit V73) doctrine 5 zero ecrasement (plan delete dedup seulement doublons) doctrine 13 cause racine triple (doublons + KPIs evidence insuffisante + red-team absent) doctrine 14 QA Hub HTML intact seule data corrigee doctrine 16 NonReg doctrine 60 UX premium (Risk score honnete 96.2) [Opus 6sigma-finalpush V96.5]

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v71_action_plan.json.GOLD-19avr-pre-v67-items

auto-sync-1945

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v71_benchmark_results.json

AUTO-BACKUP 20260419-2000

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wevia-apple-oss-dict.json

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wevia-apple-scans.json

auto-sync-2045

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