On the Step Length Confounding in LLM Reasoning Data Selection

On the Step Length Confounding in LLM Reasoning Data Selection | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/on-the-step-length-confounding-in-llm-reasoning-data-selection

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-09
Score updated: 2026-04-09
Score fresh until: 2026-05-09
References: 24
Source count: 15
Coverage: 100%

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 on-the-step-length-confounding-in-llm-reasoning-data-selection | Route /signal-canvas/on-the-step-length-confounding-in-llm-reasoning-data-selection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/on-the-step-length-confounding-in-llm-reasoning-data-selection

MCP example

{
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    "mode": "paper",
    "paper_ref": "on-the-step-length-confounding-in-llm-reasoning-data-selection",
    "query_text": "Summarize On the Step Length Confounding in LLM Reasoning Data Selection"
  }
}

source_context

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  "mode": "paper",
  "query": "On the Step Length Confounding in LLM Reasoning Data Selection",
  "normalized_query": "2604.06834",
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  "paper_ref": "on-the-step-length-confounding-in-llm-reasoning-data-selection",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 24

Proof: Verification pending

Freshness state: computing

Source paper: On the Step Length Confounding in LLM Reasoning Data Selection

PDF: https://arxiv.org/pdf/2604.06834v1

Repository: https://github.com/wangbing1416/ASLEC

Source count: 15

Coverage: 100%

Last proof check: 2026-04-09T20:33:16.783Z

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Watch and verify: On the Step Length Confounding in LLM Reasoning Data Selection

/buildability/on-the-step-length-confounding-in-llm-reasoning-data-selection

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Subject: On the Step Length Confounding in LLM Reasoning Data Selection

Verdict

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

On the Step Length Confounding in LLM Reasoning Data Selection

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