Hamel Husain Slams Public AI Benchmarks as Rating-Agency-Style Business

AI engineering consultant Hamel Husain argues that public AI benchmark companies share the same business model as rating agencies like Gartner and US News rankings, warning that many benchmark failures stem from flawed tests and that scores often improve only through memorizing answers.

2026-11-02 ~ 2026-11-02 · 4 related posts

• Hamel Husain: AI benchmark companies are in the same business as credit rating agencies — HamelHusain · 2026-11-02
• Hamel Husain: public AI benchmarks are so broken that hill climbing means memorizing answers — HamelHusain · 2026-11-02

2 near-duplicate retellings: jxnlco · HamelHusain