{"type": "article", "title": "The Silicon Chameleon: Why Neural Weights Must Learn to Decouple and “Forget” to Save the…", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-silicon-chameleon-why-neural-weights-must-learn-to-decouple-and-forget-to", "original_source": "https://pub.towardsai.net/the-silicon-chameleon-why-neural-weights-must-learn-to-decouple-and-forget-to-save-the-6775ac4ed3fe?source=rss----98111c9905da---4", "published": "2026-07-12T13:22:46+00:00", "accessed": "2026-07-12", "id": "the-silicon-chameleon-why-neural-weights-must-learn-to-decouple-and-forget-to"}