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AI may generate convincing but flawed mathematical proofs

By PulseAugur Editorial · [1 sources] ·

AI models may soon generate numerous mathematical proofs that appear correct but contain subtle errors or are too complex for human verification. This raises concerns about trusting AI-generated mathematical reasoning, as models can present incorrect answers with high confidence, a phenomenon dubbed "proof by intimidation." AI

IMPACT Raises concerns about the reliability of AI in formal reasoning and the need for robust verification methods.

RANK_REASON The cluster discusses potential flaws in AI-generated mathematical proofs, a topic related to AI safety and research integrity. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Mastodon — fosstodon.org →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI may generate convincing but flawed mathematical proofs

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The cluster discusses potential flaws in AI-generated mathematical proofs, a topic related to AI safety and research integrity. [lever_c_demoted from research: ic=1 ai=1.0]
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safety, paper
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130 days old
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COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Proof by # intimidation # AI could soon spew out hundreds of # mathematical proofs that look “right” but contain hidden # flaws , or proofs so complex we can’t

    Proof by # intimidation # AI could soon spew out hundreds of # mathematical proofs that look “right” but contain hidden # flaws , or proofs so complex we can’t verify them - How will we know if they’re right? A model might be giving convincing — but # incorrect — answers “I think…

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