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Encryption breakthrough makes 'no training on your data' privacy promise obsolete

A new encryption method allows AI models to process data without ever decrypting it, fundamentally changing the nature of privacy promises. This breakthrough means that the assurance of not training on user data will transition from a privacy guarantee to a solvable technical challenge, effectively expiring that promise. AI

IMPACT This development could redefine data privacy in AI, potentially enabling new forms of data processing while challenging existing privacy assurances.

RANK_REASON Novel research finding on AI model training and data privacy. [lever_c_demoted from research: ic=1 ai=1.0]

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Encryption breakthrough makes 'no training on your data' privacy promise obsolete

COVERAGE [1]

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

    An encryption breakthrough lets models run on data they never decrypt. The second-order effect: 'we can't train on your data' stops being a privacy promise and

    An encryption breakthrough lets models run on data they never decrypt. The second-order effect: 'we can't train on your data' stops being a privacy promise and becomes a solvable math problem — which means the promise expires. # AI # MachineLearning # LLM # Threadverse # Tech