{"slug": "multi-hop-reasoning-collapses-by-1m-tokens-with-a-learning-system-it-doesn-t", "title": "Multi-hop reasoning collapses by 1M tokens; with a learning system it doesn't", "summary": "A study found that multi-hop reasoning in large language models collapses by 1 million tokens, but a learning system prevents this decline. The research highlights a critical limitation in current AI models for long-context tasks.", "body_md": "Access to this resource has been restricted due to unusual traffic from your network.\n\nIf you believe this is a mistake, please [contact our support line](/support?ref=3cf794195af4881c2b49002db286f84c&category=problem-report) and we will look into your request.\n\n**Reference:** `3cf794195af4881c2b49002db286f84c`\n\n**Timestamp:** `2026-08-14T20:12:32+02:00`", "url": "https://wpnews.pro/news/multi-hop-reasoning-collapses-by-1m-tokens-with-a-learning-system-it-doesn-t", "canonical_source": "https://zenodo.org/records/21937795", "published_at": "2026-08-14 17:42:32+00:00", "updated_at": "2026-08-14 18:12:33.957854+00:00", "lang": "en", "topics": ["large-language-models", "ai-research"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/multi-hop-reasoning-collapses-by-1m-tokens-with-a-learning-system-it-doesn-t", "markdown": "https://wpnews.pro/news/multi-hop-reasoning-collapses-by-1m-tokens-with-a-learning-system-it-doesn-t.md", "text": "https://wpnews.pro/news/multi-hop-reasoning-collapses-by-1m-tokens-with-a-learning-system-it-doesn-t.txt", "jsonld": "https://wpnews.pro/news/multi-hop-reasoning-collapses-by-1m-tokens-with-a-learning-system-it-doesn-t.jsonld"}}