The Detection--Extraction Gap: Models Know the Answer Before They Can Say It explores A novel early exit strategy for LLMs that significantly reduces token generation while improving accuracy by leveraging free continuations.. Commercial viability score: 7/10 in LLM Optimization.
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Canonical route: /paper/the-detection-extraction-gap-models-know-the-answer-before-they-can-say-it
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Canonical ID the-detection-extraction-gap-models-know-the-answer-before-they-can-say-it | Route /paper/the-detection-extraction-gap-models-know-the-answer-before-they-can-say-it
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/the-detection-extraction-gap-models-know-the-answer-before-they-can-say-itMCP example
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}Paper proof page receipt window
/buildability/the-detection-extraction-gap-models-know-the-answer-before-they-can-say-it
Subject: The Detection--Extraction Gap: Models Know the Answer Before They Can Say It
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Dimensions overall score 7.0
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This equation captures one of the core mathematical components of the system. prefix length kf = ⌊f · T⌋. At each checkpoint, we probe the prefix using two core protocols (sampling-only) and two
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Receipt path
/buildability/the-detection-extraction-gap-models-know-the-answer-before-they-can-say-it
Paper ref
the-detection-extraction-gap-models-know-the-answer-before-they-can-say-it
arXiv id
2604.06613
Generated at
2026-04-09T20:33:17.771Z
Evidence freshness
stale
Last verification
2026-04-09T20:33:17.771Z
Sources
4
References
19
Coverage
100%
Lineage hash
68b1484852030724e6739f157cc9ab5f8e40003320da5d875856568d622551a9
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unsigned_external
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19 refs / 4 sources / Verification pending
This equation captures one of the core mathematical components of the system. Given a problem p and a full rollout y1:T (T tokens), we define a checkpoint grid F = {f1, . . . , fm} ⊂(0, 1) with
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This equation describes how the model state or parameters are updated from one step to the next.
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