KellyBench: A Benchmark for Long-Horizon Sequential Decision Making

KellyBench: A Benchmark for Long-Horizon Sequential Decision Making | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/kellybench-a-benchmark-for-long-horizon-sequential-decision-making

stale

Proof freshness: stale
Proof status: unverified
Display score: 8/10
Last proof check: 2026-05-01
Score updated: 2026-05-01
Score fresh until: 2026-05-31
References: 0
Source count: 4
Coverage: 67%

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 kellybench-a-benchmark-for-long-horizon-sequential-decision-making | Route /signal-canvas/kellybench-a-benchmark-for-long-horizon-sequential-decision-making

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/kellybench-a-benchmark-for-long-horizon-sequential-decision-making

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "kellybench-a-benchmark-for-long-horizon-sequential-decision-making",
    "query_text": "Summarize KellyBench: A Benchmark for Long-Horizon Sequential Decision Making"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "KellyBench: A Benchmark for Long-Horizon Sequential Decision Making",
  "normalized_query": "2604.27865",
  "route": "/signal-canvas/kellybench-a-benchmark-for-long-horizon-sequential-decision-making",
  "paper_ref": "kellybench-a-benchmark-for-long-horizon-sequential-decision-making",
  "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: KellyBench: A Benchmark for Long-Horizon Sequential Decision Making

PDF: https://arxiv.org/pdf/2604.27865v1

Repository: https://github.com/GeneralReasoning/firehorse

Source count: 4

Coverage: 67%

Last proof check: 2026-05-01T15:04:41.813Z

Signal Canvas receipt window

Ready for execution: KellyBench: A Benchmark for Long-Horizon Sequential Decision Making

/buildability/kellybench-a-benchmark-for-long-horizon-sequential-decision-making

Build Nowready

Subject: KellyBench: A Benchmark for Long-Horizon Sequential Decision Making

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

KellyBench: A Benchmark for Long-Horizon Sequential Decision Making

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