ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/thoughtfold-folding-reasoning-chains-via-introspective-preference-learning

ready

Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-03
Score updated: 2026-06-03
Score fresh until: 2026-07-03
References: 0
Source count: 4
Coverage: 83%

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

Agent Handoff

Canonical ID thoughtfold-folding-reasoning-chains-via-introspective-preference-learning | Route /signal-canvas/thoughtfold-folding-reasoning-chains-via-introspective-preference-learning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/thoughtfold-folding-reasoning-chains-via-introspective-preference-learning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "thoughtfold-folding-reasoning-chains-via-introspective-preference-learning",
    "query_text": "Summarize ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning",
  "normalized_query": "2606.03503",
  "route": "/signal-canvas/thoughtfold-folding-reasoning-chains-via-introspective-preference-learning",
  "paper_ref": "thoughtfold-folding-reasoning-chains-via-introspective-preference-learning",
  "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: ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

PDF: https://arxiv.org/pdf/2606.03503v1

Repository: https://github.com/ziyanliux/ThoughtFold

Source count: 4

Coverage: 83%

Last proof check: 2026-06-03T20:32:58.924Z

Signal Canvas receipt window

Not build-ready: ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

/buildability/thoughtfold-folding-reasoning-chains-via-introspective-preference-learning

Ignoreblocked

Subject: ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

Verdict

Ignore

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

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

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