MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models

MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/madevolve-evolutionary-optimization-of-trading-systems-with-large-language-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-25
Score updated: 2026-05-25
Score fresh until: 2026-06-24
References: 0
Source count: 3
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 madevolve-evolutionary-optimization-of-trading-systems-with-large-language-models | Route /signal-canvas/madevolve-evolutionary-optimization-of-trading-systems-with-large-language-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/madevolve-evolutionary-optimization-of-trading-systems-with-large-language-models

MCP example

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    "paper_ref": "madevolve-evolutionary-optimization-of-trading-systems-with-large-language-models",
    "query_text": "Summarize MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models"
  }
}

source_context

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  "query": "MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models",
  "normalized_query": "2605.23007",
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  "paper_ref": "madevolve-evolutionary-optimization-of-trading-systems-with-large-language-models",
  "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: MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models

PDF: https://arxiv.org/pdf/2605.23007v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-25T20:35:50.718Z

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Watch and verify: MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models

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Watchwatch

Subject: MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models

Verdict

Watch

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

MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models

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