Topic: ai randomness

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  • Study: AI Recommendations Are 99% Unique
    January 29, 2026

    Study: AI Recommendations Are 99% Unique

    AI-generated recommendation lists are highly inconsistent, with the same list appearing twice being extremely rare due to the probabilistic nature of large language models. While exact ranking positions are meaningless, a brand's consistent visibility across many AI queries can be a meaningful me...

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  • Thinking Machines Lab Aims for More Consistent AI Models
    September 11, 2025

    Thinking Machines Lab Aims for More Consistent AI Models

    Thinking Machines Lab, with $2 billion in seed funding, is addressing AI's unpredictability by developing systems that provide reproducible and consistent responses, diverging from the non-deterministic behavior of current models. The lab identifies GPU kernel coordination during inference as the...

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