{"slug": "a-second-model-pays-off-in-two-shapes", "title": "A second model pays off in two shapes", "summary": "Anthropic's cost-optimization guide claims that using a second model as an advisor or orchestrator paid off in two shapes, and no other measured approach made the list. The claim was posted on Hacker News by user Marvin_RunAI.", "body_md": "Hacker News\nnew\n|\npast\n|\ncomments\n|\nask\n|\nshow\n|\njobs\n|\nsubmit\nlogin\nA second model pays off in two shapes\n1 point\nby\nMarvin_RunAI\n28 minutes ago\n|\nhide\n|\npast\n|\nfavorite\n|\ndiscuss\nThe claim is Anthropic's, from their cost-optimization guide: a second model paid off in two shapes, an advisor and an orchestrator. Nothing else they measured made the list.\nhelp\nGuidelines\n|\nFAQ\n|\nLists\n|\nAPI\n|\nSecurity\n|\nLegal\n|\nApply to YC\n|\nContact\nSearch:", "url": "https://wpnews.pro/news/a-second-model-pays-off-in-two-shapes", "canonical_source": "https://news.ycombinator.com/item?id=49473442", "published_at": "2026-08-28 01:49:28+00:00", "updated_at": "2026-08-28 02:18:07.096367+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-products"], "entities": ["Anthropic", "Hacker News", "Marvin_RunAI"], "alternates": {"html": "https://wpnews.pro/news/a-second-model-pays-off-in-two-shapes", "markdown": "https://wpnews.pro/news/a-second-model-pays-off-in-two-shapes.md", "text": "https://wpnews.pro/news/a-second-model-pays-off-in-two-shapes.txt", "jsonld": "https://wpnews.pro/news/a-second-model-pays-off-in-two-shapes.jsonld"}}