The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/the-many-faces-of-on-policy-distillation-pitfalls-mechanisms-and-fixes

stale

Proof freshness: fresh
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
References: 0
Source count: 0
Coverage: 0%

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 the-many-faces-of-on-policy-distillation-pitfalls-mechanisms-and-fixes | Route /signal-canvas/the-many-faces-of-on-policy-distillation-pitfalls-mechanisms-and-fixes

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curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/the-many-faces-of-on-policy-distillation-pitfalls-mechanisms-and-fixes

MCP example

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}

source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

PDF: https://arxiv.org/pdf/2605.11182v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-13T20:19:31.376Z

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Not build-ready: The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

/buildability/the-many-faces-of-on-policy-distillation-pitfalls-mechanisms-and-fixes

Ignoreblocked

Subject: The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

Verdict

Ignore

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

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

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