Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing

Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/mitigating-distribution-sharpening-in-math-rlvr-via-distribution-aligned-hint-synthesis-and-backward-hint-annealing

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID mitigating-distribution-sharpening-in-math-rlvr-via-distribution-aligned-hint-synthesis-and-backward-hint-annealing | Route /signal-canvas/mitigating-distribution-sharpening-in-math-rlvr-via-distribution-aligned-hint-synthesis-and-backward-hint-annealing

REST example

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MCP example

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source_context

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  "query": "Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing",
  "normalized_query": "2604.07747",
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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing

PDF: https://arxiv.org/pdf/2604.07747v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-10T17:40:59.697Z

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Watch and verify: Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing

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Subject: Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing

Verdict

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Mitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealing

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