The Alignment Tax: Response Homogenization in Aligned LLMs and Its Implications for Uncertainty Estimation

The Alignment Tax: Response Homogenization in Aligned LLMs and Its Implications for Uncertainty Estimation | Signal Canvas | ScienceToStartup

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Proof freshness: stale
Proof status: partial
Display score: 7/10
Last proof check: 2026-03-26
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 50%

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Canonical ID the-alignment-tax-response-homogenization-in-aligned-llms-and-its-implications-for-uncertainty-estimation | Route /signal-canvas/the-alignment-tax-response-homogenization-in-aligned-llms-and-its-implications-for-uncertainty-estimation

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: The Alignment Tax: Response Homogenization in Aligned LLMs and Its Implications for Uncertainty Estimation

PDF: https://arxiv.org/pdf/2603.24124v1

Repository: https://github.com/DigitLion/ucbd-experiment

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-26T20:30:36.286Z

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