fix: enforce assistant data quality disclosures

2026-07-15 07:51:23 +02:00
parent 01785a0f95
commit c7faea430f
4 changed files with 98 additions and 0 deletions
@@ -8417,6 +8417,11 @@ Validation evidence:
  was suggested. The system contract now mandates estimate wording, forbids
  causal/forecast claims not present in context, uses deterministic temperature
  zero and requests plain text. Full readiness remained green at 617 tests.
+- Assistant context now carries explicit measurement quality for current and
+  historical values. A deterministic response guard prepends the estimate
+  limitation whenever an answer discusses estimated population data, while the
+  model prompt forbids independent averages, rates and derived trends. Focused
+  tests and full readiness passed with 619 backend tests.

 Known limitations:
 - Water volume remains unavailable until a governed depth/bathymetry source is