Procedural Knowledge at Scale Improves Reasoning

Procedural Knowledge at Scale Improves Reasoning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/procedural-knowledge-at-scale-improves-reasoning

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-03
Score updated: 2026-04-03
Score fresh until: 2026-05-03
References: 0
Source count: 0
Coverage: 17%

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 procedural-knowledge-at-scale-improves-reasoning | Route /signal-canvas/procedural-knowledge-at-scale-improves-reasoning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/procedural-knowledge-at-scale-improves-reasoning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "procedural-knowledge-at-scale-improves-reasoning",
    "query_text": "Summarize Procedural Knowledge at Scale Improves Reasoning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Procedural Knowledge at Scale Improves Reasoning",
  "normalized_query": "2604.01348",
  "route": "/signal-canvas/procedural-knowledge-at-scale-improves-reasoning",
  "paper_ref": "procedural-knowledge-at-scale-improves-reasoning",
  "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: Procedural Knowledge at Scale Improves Reasoning

PDF: https://arxiv.org/pdf/2604.01348v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-03T20:18:15.752Z

Signal Canvas receipt window

Watch and verify: Procedural Knowledge at Scale Improves Reasoning

/buildability/procedural-knowledge-at-scale-improves-reasoning

Watchwatch

Subject: Procedural Knowledge at Scale Improves Reasoning

Verdict

Watch

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

Time to first demo

Insufficient data

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Compute envelope

Structured compute envelope

Insufficient data

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

Procedural Knowledge at Scale Improves Reasoning

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