Eli Schwartz

Probing internal two-token representations within a compact 4B VLM rivals massive model evaluation, providing high-resolution token-level hallucination detection when paired with a 400B judge.

Even the most advanced vision-language models fail to leverage global scene geometry, relying heavily on target identity instead.