Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming

Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
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 scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming | Route /signal-canvas/scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming",
    "query_text": "Summarize Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming",
  "normalized_query": "2604.01302",
  "route": "/signal-canvas/scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming",
  "paper_ref": "scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming",
  "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: Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming

PDF: https://arxiv.org/pdf/2604.01302v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-03T20:19:27.763Z

Signal Canvas receipt window

Not build-ready: Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming

/buildability/scaling-reasoning-tokens-via-rl-and-parallel-thinking-evidence-from-competitive-programming

Ignoreblocked

Subject: Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming

Verdict

Ignore

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

Scaling Reasoning Tokens via RL and Parallel Thinking: Evidence From Competitive Programming

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