
The AI Saw a Yellow Banana—Then a Sentence Made It Brown
A yellow banana becomes brown in an AI’s answer. Researchers trace the reversal and test a selective way to restore visual evidence.

A yellow banana becomes brown in an AI’s answer. Researchers trace the reversal and test a selective way to restore visual evidence.

A carefully engineered jigsaw test finds that vision-language models can recognize images yet falter when many geometric constraints must fit together.