Self-Preference Bias in Rubric-Based Evaluation of Large Language Models

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/self-preference-bias-in-rubric-based-evaluation-of-large-language-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-10
Score updated: 2026-04-09
Score fresh until: 2026-05-09
References: 8
Source count: 3
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 self-preference-bias-in-rubric-based-evaluation-of-large-language-models | Route /signal-canvas/self-preference-bias-in-rubric-based-evaluation-of-large-language-models

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curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/self-preference-bias-in-rubric-based-evaluation-of-large-language-models

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: 8

Proof: Verification pending

Freshness state: computing

Source paper: Self-Preference Bias in Rubric-Based Evaluation of Large Language Models

PDF: https://arxiv.org/pdf/2604.06996v1

Source count: 3

Coverage: 67%

Last proof check: 2026-04-10T00:15:53.875Z

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Not build-ready: Self-Preference Bias in Rubric-Based Evaluation of Large Language Models

/buildability/self-preference-bias-in-rubric-based-evaluation-of-large-language-models

Ignoreblocked

Subject: Self-Preference Bias in Rubric-Based Evaluation of Large Language Models

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models

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