Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling

Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 50
Source count: 5
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 adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling | Route /signal-canvas/adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling",
    "query_text": "Summarize Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling",
  "normalized_query": "2604.00510",
  "route": "/signal-canvas/adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling",
  "paper_ref": "adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 50

Proof: Verification pending

Freshness state: computing

Source paper: Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling

PDF: https://arxiv.org/pdf/2604.00510v1

Source count: 5

Coverage: 50%

Last proof check: 2026-04-02T21:03:41.582Z

Signal Canvas receipt window

Watch and verify: Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling

/buildability/adaptive-parallel-monte-carlo-tree-search-for-efficient-test-time-compute-scaling

Watchwatch

Subject: Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling

Verdict

Watch

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

Adaptive Parallel Monte Carlo Tree Search for Efficient Test-time Compute Scaling

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