A new presidential executive order prohibits federal agencies from procuring large language models (LLMs) that incorporate specific ideological concepts like DEI principles, demanding 'truth-seeking' and 'ideological neutrality' instead. The directive forces major compliance shifts for AI vendors serving the U.S. government and reignites debates about defining bias in foundational models.