Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/harness-updating-is-not-harness-benefit-disentangling-evolution-capabilities-in-self-evolving-llm-agents

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
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 harness-updating-is-not-harness-benefit-disentangling-evolution-capabilities-in-self-evolving-llm-agents | Route /signal-canvas/harness-updating-is-not-harness-benefit-disentangling-evolution-capabilities-in-self-evolving-llm-agents

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/harness-updating-is-not-harness-benefit-disentangling-evolution-capabilities-in-self-evolving-llm-agents

MCP example

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    "query_text": "Summarize Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents"
  }
}

source_context

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  "query": "Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents",
  "normalized_query": "2605.30621",
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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

PDF: https://arxiv.org/pdf/2605.30621v1

Repository: https://github.com/A-EVO-Lab/a-evolve

Source count: 4

Coverage: 67%

Last proof check: 2026-06-01T20:24:59.596Z

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Subject: Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

Verdict

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

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