{"slug": "recall-confidence-gate", "title": "Recall Confidence Gate", "summary": "PR #396 fixed the prompt-submit recall confidence path in Signet, preserving reranker-calibrated scores instead of synthesizing recall scores from rank position. The TypeScript recall path now controls prompt-submit injection via `hooks.userPromptSubmit.minScore` defaulting to 0.8, while the Rust daemon uses a term-coverage proxy until full hybrid scoring parity lands.", "body_md": "# Recall Confidence Gate\n\n## Summary\n\nPR #396 fixed the prompt-submit recall confidence path so Signet no longer\nsynthesizes recall scores from rank position after reranking. The TypeScript\nrecall path preserves reranker-calibrated scores, and prompt-submit injection is\ncontrolled by `hooks.userPromptSubmit.minScore`\n\n, defaulting to `0.8`\n\n.\n\nThe Rust daemon parity path mirrors the gate with a term-coverage proxy using\n`matched_terms / total_terms`\n\nuntil full hybrid scoring parity lands.\n\n## Completed Behavior\n\n`hybridRecall`\n\npreserves calibrated scores from reranking instead of replacing them with rank-position placeholders.`userPromptSubmit`\n\ninjects memories only when the top score is greater than or equal to`hooks.userPromptSubmit.minScore`\n\n.- The default prompt-submit minimum score is\n`0.8`\n\n. `daemon-rs`\n\nkeeps comparable gating behavior through a term-coverage proxy.\n\n## Follow-Up Boundary\n\nFull Rust hybrid scoring parity is not part of this completed fix. It remains a future parity improvement and should be tracked separately if needed.", "url": "https://wpnews.pro/news/recall-confidence-gate", "canonical_source": "https://signetai.sh/docs/specs/complete/recall-confidence-gate/", "published_at": "2026-06-18 07:37:48+00:00", "updated_at": "2026-06-18 23:38:36.408884+00:00", "lang": "en", "topics": ["ai-tools", "machine-learning", "natural-language-processing"], "entities": ["Signet", "TypeScript", "Rust"], "alternates": {"html": "https://wpnews.pro/news/recall-confidence-gate", "markdown": "https://wpnews.pro/news/recall-confidence-gate.md", "text": "https://wpnews.pro/news/recall-confidence-gate.txt", "jsonld": "https://wpnews.pro/news/recall-confidence-gate.jsonld"}}