{"type": "article", "title": "Detection != Reliable Control: Decodable Empathy Directions Yield at Most Partial Shifts in Automated Empathy Scores", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/detection-reliable-control-decodable-empathy-directions-yield-at-most-partial-in", "original_source": "https://arxiv.org/abs/2608.24901", "published": "2026-08-27T04:00:00+00:00", "accessed": "2026-08-27", "id": "detection-reliable-control-decodable-empathy-directions-yield-at-most-partial-in"}