Credit Assignment with Resets in Language Model Reasoning

Credit Assignment with Resets in Language Model Reasoning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/credit-assignment-with-resets-in-language-model-reasoning

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
References: 0
Source count: 3
Coverage: 50%

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 credit-assignment-with-resets-in-language-model-reasoning | Route /signal-canvas/credit-assignment-with-resets-in-language-model-reasoning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/credit-assignment-with-resets-in-language-model-reasoning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "credit-assignment-with-resets-in-language-model-reasoning",
    "query_text": "Summarize Credit Assignment with Resets in Language Model Reasoning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Credit Assignment with Resets in Language Model Reasoning",
  "normalized_query": "2605.25507",
  "route": "/signal-canvas/credit-assignment-with-resets-in-language-model-reasoning",
  "paper_ref": "credit-assignment-with-resets-in-language-model-reasoning",
  "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: Credit Assignment with Resets in Language Model Reasoning

PDF: https://arxiv.org/pdf/2605.25507v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-27T00:06:59.954Z

Signal Canvas receipt window

Not build-ready: Credit Assignment with Resets in Language Model Reasoning

/buildability/credit-assignment-with-resets-in-language-model-reasoning

Ignoreblocked

Subject: Credit Assignment with Resets in Language Model Reasoning

Verdict

Ignore

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

Time to first demo

Credit Assignment with Resets in Language Model Reasoning

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Use this Signal Canvas via API or MCP

Signal Canvas proof surface