Announcing our COLM 2026 workshop: Scientific Understanding of Foundation Models:
we invite submissions on training dynamics, scaling laws, data and optimization, post-training, reward modeling, evaluation science, reliability, reproducibility, and theoretical understanding of foundation models.
We especially welcome rigorous empirical studies, theory-grounded work, negative results, reproductions, and papers that bridge theory and practice for contributing to this goal.
📍 In person at COLM 2026, San Francisco 🗓️ Submission deadline: June 23, 2026, 11:59 PM AoE 🌐 https://lnkd.in/eEU5EVt4 🧑🏫 Speakers: @SuryaGanguli, @JikaiJin2002, @zhiyuanli_, @waterluffy, @valentina__py, @lschmidt3, @MohammadShoeybi, @andrewgwils.