Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts

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Proof freshness: fresh
Proof status: unverified
Display score: 0/10
Last proof check: 2026-06-06
Score updated: 2026-06-06
Score fresh until: 2026-07-06
References: 0
Source count: 4
Coverage: 83%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts | Route /signal-canvas/retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts

MCP example

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    "query_text": "Summarize Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts"
  }
}

source_context

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  "topic_slug": null,
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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

PDF: https://arxiv.org/pdf/2606.05922v1

Repository: https://github.com/wbopan/retro-harness

Source count: 4

Coverage: 83%

Last proof check: 2026-06-06T11:26:35.937Z

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Not build-ready: Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

/buildability/retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts

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Subject: Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Verdict

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

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