EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection

EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection

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: 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 evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection | Route /signal-canvas/evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection",
    "query_text": "Summarize EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection",
  "normalized_query": "2603.04900",
  "route": "/signal-canvas/evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection",
  "paper_ref": "evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection",
  "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: EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection

PDF: https://arxiv.org/pdf/2603.04900v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Watch and verify: EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection

/buildability/evotool-self-evolving-tool-use-policy-optimization-in-llm-agents-via-blame-aware-mutation-and-diversity-aware-selection

Watchwatch

Subject: EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection

Verdict

EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface