When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges

When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
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 when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges | Route /signal-canvas/when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges",
    "query_text": "Summarize When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges"
  }
}

source_context

{
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  "mode": "paper",
  "query": "When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges",
  "normalized_query": "2605.26046",
  "route": "/signal-canvas/when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges",
  "paper_ref": "when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges",
  "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: When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges

PDF: https://arxiv.org/pdf/2605.26046v1

Repository: https://github.com/ARDivekar/PromptMOO

Source count: 4

Coverage: 67%

Last proof check: 2026-05-27T00:03:44.862Z

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Not build-ready: When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges

/buildability/when-gradients-collide-failure-modes-of-multi-objective-prompt-optimization-for-llm-judges

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Subject: When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges

Verdict

When Gradients Collide: Failure Modes of Multi-Objective Prompt Optimization for LLM Judges

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