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AI IQ turns top language models into human-style IQ scores and sparks a fierce war over meaning

Technology
Published on 14 May 2026
AI IQ turns top language models into human-style IQ scores and sparks a fierce war over meaning

One number claims to measure “intelligence”

A startup behind AI IQ is converting dozens of frontier language models into an estimated human-style IQ, complete with an added “emotional intelligence” score and cost-performance views. The charts are praised for clarity, but slammed for implying precision from uneven, “jagged” capabilities and for methodological choices critics say may skew results. Meanwhile, enterprises are using the framework to route models by task and price.

  • AI IQ maps 50 plus models onto a bell curve using 12 benchmarks across four reasoning areas
  • The composite “IQ” number draws backlash for masking uneven strengths and weaknesses
  • An added EQ score can change rankings, but includes a disputed calibration approach
  • Enterprise focus shifts to IQ vs effective cost, pushing smarter model routing
Read the full story at Venture Beat

This summarization was done by Beige for a story published on Venture BeatVenture Beat

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