fix: constrain assistant to source evidence
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@@ -8412,6 +8412,11 @@ Validation evidence:
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implicit 4096-token context left only 86 tokens after a 4010-token grounded
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prompt. GeoIntel now requests a configurable 16,384-token context and rejects
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any future length-truncated response instead of presenting a partial answer.
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- A complete live response then exposed two unsupported model interpretations:
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an estimated population was called exact and an ungrounded demographic cause
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was suggested. The system contract now mandates estimate wording, forbids
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causal/forecast claims not present in context, uses deterministic temperature
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zero and requests plain text. Full readiness remained green at 617 tests.
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Known limitations:
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- Water volume remains unavailable until a governed depth/bathymetry source is
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