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Study Sarvam source interpretation with all 240 histories - #62

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Sahith59 merged 3 commits into
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codex/sarvam-foundation
Oct 14, 2026
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Sahith59 merged 3 commits into
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codex/sarvam-foundation

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The previous agent's prose can affect final answers even when original source evidence is present. This adds and executes a frozen three-arm comparison on all 240 saved Sarvam histories: ordinary chronology, lossless source grouping, and grouping with prior agent prose withheld. Models stay fixed; no new actor or backend action is executed.

All 720 reporter calls completed once. Prose omission moves date-plus-clarification accuracy from 104 to 105/120 on base105B and 96 to 103/120 on Conversations. It also increases false abstentions and worsens status reliability, so the predeclared gate fails and the candidate is not promoted. Paired scenario-cluster intervals include zero. The report preserves all gains, losses, incomplete outputs and identical-input variability; it makes no new memory or English baseline claim.

Validation: 246 focused local preflight tests, two matching raw-response audits, complete assistant source/output reviews for all720 slots, and a clean Git export verifying3459 archived files. Clean export also passes five portable tests; the sixth fixture-dependent test was locally exercised and explicitly deselected there. Human/native-language review remains absent. Cost: ₹93.896460 known / ₹117.370843 retained. Existing founder files and closed studies remain unchanged.

Includes reproducible evidence, current README/research roadmap, prior-art limits and the next offline evidence-contract proposal. This PR preserves the individual implementation, results and verification commits.

@Sahith59
Sahith59 merged commit ddbea7f into main Oct 14, 2026
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