Simon Ostermann

Multimodal language models are fluent liars: they produce convincing procedural video captions that are often factually incomplete, with systematic omissions and role-level inconsistencies exposed by video-grounded verification.

Steering isn't just a trick; it's a fundamentally different way to adapt language models, offering localized, reversible control that traditional fine-tuning can't match.