{"slug": "nested-learning-one-memory-many-clocks", "title": "Nested Learning: One Memory, Many Clocks", "summary": "The Continuum Memory System introduces a novel architecture that replaces the Transformer's two-rate memory with a spectrum of blocks, each updating on its own clock, potentially improving efficiency and performance in AI models.", "body_md": "The Continuum Memory System replaces the Transformer’s two-rate memory with a spectrum of blocks, each updating on its own clock — its…\nContinue reading on Towards AI »", "url": "https://wpnews.pro/news/nested-learning-one-memory-many-clocks", "canonical_source": "https://pub.towardsai.net/nested-learning-one-memory-many-clocks-de8381a3596c?source=rss----98111c9905da---4", "published_at": "2026-06-18 14:31:01+00:00", "updated_at": "2026-06-18 15:04:01.080468+00:00", "lang": "en", "topics": ["machine-learning", "neural-networks", "ai-research"], "entities": ["Continuum Memory System", "Transformer"], "alternates": {"html": "https://wpnews.pro/news/nested-learning-one-memory-many-clocks", "markdown": "https://wpnews.pro/news/nested-learning-one-memory-many-clocks.md", "text": "https://wpnews.pro/news/nested-learning-one-memory-many-clocks.txt", "jsonld": "https://wpnews.pro/news/nested-learning-one-memory-many-clocks.jsonld"}}