{"id":"tp-41065","type":"article-newspaper","title":"Study Finds No Clear Gains From Test-Time Training in Robot Demonstrations","author":"Simon Yoon","publisher":"TOKENPOST Inc.","url":"https://www.tokenpost.com/news/technology/41065","datePublished":"2026-10-26T13:47:23.000Z","dateModified":"2026-10-26T13:47:23.000Z","language":"en","abstract":"The study found no consistent demonstration-guided target selection in the tested settings; in single-frame cue tests, a real robot favored cups at fixed positions.","section":"Technology","references":[{"title":"expanding their use of human video and motion data for training","url":"https://www.tokenpost.com/news/technology/31308"}]}