Beyond Task Completion: Revealing Corrupt Success in LLM Agents through Procedure-Aware Evaluation | ScienceToStartup | ScienceToStartup

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References (40)

[1]

When LLMs Imagine People: A Human-Centered Persona Brainstorm Audit for Bias and Fairness in Creative Applications

2026Hongliu Cao, Eoin Thomas et al.

[2]

Evaluation and Benchmarking of LLM Agents: A Survey

2025Mahmoud Mohammadi, Yipeng Li et al.

[3]

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

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"Enhance LLM-based agent evaluations with a framework focusing on procedure-aware metrics."

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Beyond Task Completion: Revealing Corrupt Success in LLM Agents through Procedure-Aware Evaluation

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References (40)

Founder's Pitch

"Enhance LLM-based agent evaluations with a framework focusing on procedure-aware metrics."

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Beyond Task Completion: Revealing Corrupt Success in LLM Agents through Procedure-Aware Evaluation

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References (40)

Founder's Pitch

"Enhance LLM-based agent evaluations with a framework focusing on procedure-aware metrics."

Commercial Viability Breakdown

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