On the Geometry of On-Policy Distillation

On the Geometry of On-Policy Distillation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/on-the-geometry-of-on-policy-distillation

ready

Proof freshness: fresh
Proof status: unverified
Display score: 0/10
Last proof check: 2026-06-08
Score updated: 2026-06-08
Score fresh until: 2026-07-08
References: 0
Source count: 3
Coverage: 50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID on-the-geometry-of-on-policy-distillation | Route /signal-canvas/on-the-geometry-of-on-policy-distillation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/on-the-geometry-of-on-policy-distillation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "on-the-geometry-of-on-policy-distillation",
    "query_text": "Summarize On the Geometry of On-Policy Distillation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "On the Geometry of On-Policy Distillation",
  "normalized_query": "2606.07082",
  "route": "/signal-canvas/on-the-geometry-of-on-policy-distillation",
  "paper_ref": "on-the-geometry-of-on-policy-distillation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: On the Geometry of On-Policy Distillation

PDF: https://arxiv.org/pdf/2606.07082v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-08T17:16:02.886Z

Signal Canvas receipt window

Not build-ready: On the Geometry of On-Policy Distillation

/buildability/on-the-geometry-of-on-policy-distillation

Ignoreblocked

Subject: On the Geometry of On-Policy Distillation

Verdict

Ignore

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

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

On the Geometry of On-Policy Distillation

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