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a7d736860f |
fix(retrieval): the newest two rows are not the newest row of each dial (#4104)
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`current_settings` read a surface's history with one query and `limit(2)`, then keyed the rows by dial. That is only the same thing while both dials have moved equally often — and they do not. Floors get walked; budgets rarely move. Three floor changes and one budget change returns two floor rows, and the budget change vanishes. Under #4102 that cost a missing reason. Since #4104 it is worse: the dial then reports `source: "shipped"` — still on the value Scribe shipped — for a number somebody deliberately tuned. A wrong calibration answer, in the direction a reader has no cause to double-check. One query per dial, `limit(1)` each. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy |
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aee24c9c1c |
feat(retrieval): a tuned number carries the space it was measured in (#4104)
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Milestone 416 step 6. A retrieval floor is a cosine similarity, which only means something inside one embedding model's geometry over documents cut one particular way. Change either and every floor on the install keeps applying while describing nothing — and nothing anywhere says so, because the scores simply come out different and the bar goes on cutting. `CHUNKER_VERSION` already solved this for documents: stamped per row, so the backfill re-embeds precisely what is stale. The same idea, applied to the numbers: - `calibration_stamp()` — embedding model + document shape, one definition. TWO fields, never a fused string (rule 149): a mismatch has to say WHICH half moved, because they call for different responses. - `retrieval_tuning_events` gains `embedding_model` / `shape_version` (migration 0104), stamped on every write. Nullable and NOT backfilled — "unstamped" is the honest answer for a row written before this existed, and it reports as `stale: null`, never as fine. - `current_settings` reports calibration per dial: tuned rows from their event, untouched dials from the registry default's own stamp. - `retrieval_surfaces` and the Settings panel show the mismatch. The panel renders ONLY when something is stale, so seeing it at all is the signal. - `migrate_floor` / `migrate_retrieval_floor` answers "a path for thresholds to be inherited by the next model so that they don't have to recalibrate a lot": the raw cosine cannot cross models, but the PERCENTILE it represented can. Measure what fraction of a surface's logged calls the old floor admitted, re-score those queries under the current model, take the value admitting the same fraction. Dry run by default; applying writes an ordinary tuning event with the arithmetic in its reason. Nothing auto-retunes. A stale stamp says a number is no longer a measurement; it does not say what the number should be, and #4102 measured the one case where the statistic and the correct action pointed opposite ways. The load-bearing test is an ABSENCE: no chat-model identifier may appear anywhere in the calibration path. Claude produces none of these scores, so a Claude upgrade must trigger nothing — a false alarm here teaches the operator to ignore the real one on the day bge-small becomes bge-base. Backup v17 carries both columns, unfilled on the way out and on the way back: a round trip must not turn "we don't know" into a stated fact. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy |
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6240652dce |
feat(retrieval): the operator can see what was tuned, and every write is recorded (#4102)
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The other half of the bargain in milestone 416 step 4. The model moves these dials; this is what makes that reviewable rather than merely automatic. THE HOLE THIS CLOSES Every retrieval floor is an ordinary settings key, and `/api/settings` accepts any key at all. A floor written through it landed correctly and recorded nothing — a tuning history with holes in it, which is worse than no history because it reads as complete. So the generic endpoint now routes registry-owned keys through `set_dial` instead of writing them as plain rows. ROUTED, not refused: refusing would only work for callers that had been updated, while this way the form, a script, and an old client all leave the trail, and there is no version of "forgot to use the other endpoint". Clearing a control is written as an explicit set back to the shipped default, because the operator reverting something is the single most important move this history can record. `set_dial` now also refuses to record a no-op. The Settings form re-sends every field on every save, so without that one press of Save would write six rows saying the operator set six dials to the numbers they were already on — and a history nobody can skim is one nobody reads. WHAT THE OPERATOR GETS `/api/retrieval/surfaces`, `/surfaces/<name>` and `/tuning-history`, with `actor` fixed server-side rather than taken from the payload: a payload-supplied actor would let a model claim to be the operator, and "did I do this, or did the session?" is the first question this list is asked. In Settings: the five missing BUDGETS (until now only auto-inject had one, so the only control over a noisy surface was to raise its bar — which discards that surface's best candidates along with its worst), and a "What has been tuned" panel showing each change, who made it, and the reason given. The operator's own changes are marked. The MCP tool demands a reason; these endpoints do not. That asymmetry is deliberate and stated in routes/retrieval.py: the requirement exists to make the MODEL read the records before moving a number on someone else's behalf, and the operator is that someone — a mandatory justification box on every control would be friction charged to the one participant who owes no explanation. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01821k5B3Ysecp9fNYs92Kuy |
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003bfd7a0a |
fix(tests): two readers moved, and the settings guard now checks the registry (#4102)
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