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Tighten unified search ranking and optional telemetry

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2026-03-07 20:29:44 +02:00
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docs/implplan/SPRINT_20260307_028_AdvisoryAI_consolidated_ranking_blending_and_optional_telemetry.md
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## Delivery Tracker
### AI-SC-001 - Refine current-scope dominance and overflow thresholds
Status: TODO
Status: DONE
Dependency: none
Owners: Developer
Task description:
@@ -34,7 +34,7 @@ Completion criteria:
- [ ] Coverage metadata still explains the winning scope without requiring frontend heuristics.
### AI-SC-002 - Tighten answer dominance vs blend behavior
Status: TODO
Status: DONE
Dependency: AI-SC-001
Owners: Developer
Task description:
@@ -46,7 +46,7 @@ Completion criteria:
- [ ] Clarify and insufficient fallbacks remain explicit.
### AI-SC-003 - Keep telemetry optional
Status: TODO
Status: DONE
Dependency: AI-SC-002
Owners: Developer
Task description:
@@ -62,13 +62,17 @@ Completion criteria:
| Date (UTC) | Update | Owner |
| --- | --- | --- |
| 2026-03-07 | Sprint created to finish the backend half of the consolidated search UX after operator feedback on weighting, blending, and telemetry. | Project Manager |
| 2026-03-07 | Tightened overflow and blended-answer score bands, added decisive-vs-blended service regressions, and verified telemetry-disabled semantics so ranking and history stay functional without analytics emission. | Developer |
## Decisions & Risks
- Decision: ranking/explanation behavior must be driven by corpus evidence and page context, not by a user-selected mode.
- Decision: telemetry is optional infrastructure, not part of the search correctness path.
- Decision: overflow only appears when outside-scope evidence outranks the scoped winner or remains inside a narrow score band; blended summaries are reserved for genuinely close top clusters.
- Risk: over-weighting current scope could hide clearly better out-of-scope answers.
- Mitigation: keep additive coverage metadata and explicit overflow criteria in tests.
- Reference: `docs/modules/ui/search-zero-learning-primary-entry.md`
- Reference: `docs/modules/advisory-ai/knowledge-search.md`
- Reference: `docs/modules/advisory-ai/unified-search-architecture.md`
## Next Checkpoints
- 2026-03-09: land stronger current-scope thresholds and answer-blending tests.