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Perfect LLM Security May Be Mathematically Impossible, New Proof Suggests

By PulseAugur Editorial · [1 sources] ·

A new proof suggests that achieving perfect security for Large Language Models (LLMs) may be mathematically impossible. This conclusion is drawn from an application of Gödel's incompleteness theorems, indicating fundamental limitations in ensuring the absolute safety and integrity of these AI systems. AI

IMPACT Highlights potential fundamental limitations in securing AI systems, suggesting ongoing challenges in achieving robust LLM safety.

RANK_REASON The cluster discusses a new proof related to the theoretical limitations of LLM security, drawing parallels to mathematical theorems. [lever_c_demoted from research: ic=1 ai=1.0]

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

Perfect LLM Security May Be Mathematically Impossible, New Proof Suggests

COVERAGE [1]

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

    What if perfect LLM security is mathematically impossible? A new proof based on Gödel's incompleteness theorems says that's exactly the problem. # newpost # AI

    What if perfect LLM security is mathematically impossible? A new proof based on Gödel's incompleteness theorems says that's exactly the problem. # newpost # AI # CyberSecurity # LLM # SoftwareEngineering https://www. conferencesthatwork.com/index. php/technology/2026/07/godel-llm…

    LINKS conferencesthatwork.com/…/godel-llm-secur…

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