Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/revisiting-on-policy-distillation-empirical-failure-modes-and-simple-fixes

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 revisiting-on-policy-distillation-empirical-failure-modes-and-simple-fixes | Route /signal-canvas/revisiting-on-policy-distillation-empirical-failure-modes-and-simple-fixes

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/revisiting-on-policy-distillation-empirical-failure-modes-and-simple-fixes

MCP example

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    "paper_ref": "revisiting-on-policy-distillation-empirical-failure-modes-and-simple-fixes",
    "query_text": "Summarize Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes"
  }
}

source_context

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  "query": "Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes",
  "normalized_query": "2603.25562",
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  "paper_ref": "revisiting-on-policy-distillation-empirical-failure-modes-and-simple-fixes",
  "topic_slug": null,
  "benchmark_ref": null,
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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

PDF: https://arxiv.org/pdf/2603.25562v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

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Not build-ready: Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

/buildability/revisiting-on-policy-distillation-empirical-failure-modes-and-simple-fixes

Ignoreblocked

Subject: Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

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