Kumail Alhamoud

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Why it’s critical to move beyond overly aggregated machine-learning metrics

January 22, 2026

New research detects hidden evidence of mistaken correlations — and provides a method to improve accuracy.

Study shows vision-language models can’t handle queries with negation words

May 14, 2025

Words like “no” and “not” can cause this popular class of AI models to fail unexpectedly in high-stakes settings, such as medical diagnosis.