Step Rejection Fine-Tuning: A Practical Distillation Recipe

Step Rejection Fine-Tuning: A Practical Distillation Recipe | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/step-rejection-fine-tuning-a-practical-distillation-recipe

stale

Proof freshness: fresh
Proof status: unverified
Display score: 5/10
Last proof check: 2026-05-12
Score updated: 2026-05-12
Score fresh until: 2026-06-11
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 step-rejection-fine-tuning-a-practical-distillation-recipe | Route /signal-canvas/step-rejection-fine-tuning-a-practical-distillation-recipe

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/step-rejection-fine-tuning-a-practical-distillation-recipe

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "step-rejection-fine-tuning-a-practical-distillation-recipe",
    "query_text": "Summarize Step Rejection Fine-Tuning: A Practical Distillation Recipe"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Step Rejection Fine-Tuning: A Practical Distillation Recipe",
  "normalized_query": "2605.10674",
  "route": "/signal-canvas/step-rejection-fine-tuning-a-practical-distillation-recipe",
  "paper_ref": "step-rejection-fine-tuning-a-practical-distillation-recipe",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Step Rejection Fine-Tuning: A Practical Distillation Recipe

PDF: https://arxiv.org/pdf/2605.10674v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-12T20:16:06.822Z

Signal Canvas receipt window

Watch and verify: Step Rejection Fine-Tuning: A Practical Distillation Recipe

/buildability/step-rejection-fine-tuning-a-practical-distillation-recipe

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Subject: Step Rejection Fine-Tuning: A Practical Distillation Recipe

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Step Rejection Fine-Tuning: A Practical Distillation Recipe

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