{"slug": "a-startup-says-it-cracked-ai-s-decade-old-math-limit-its-llm-read-12m-tokens-for", "title": "A Startup Says It Cracked AI's Decade-Old Math Limit — Its LLM Read 12M Tokens for $8", "summary": "A Miami startup claims its LLM processed 12 million tokens for $8, a task that would cost about $2,600 on Anthropic's top model, potentially breaking a decade-old limit in AI math.", "body_md": "A Miami startup says it ran a long-context job that costs about $2,600 on Anthropic’s top model for $8 on its own LLM, read 12 million…\nContinue reading on Towards AI »", "url": "https://wpnews.pro/news/a-startup-says-it-cracked-ai-s-decade-old-math-limit-its-llm-read-12m-tokens-for", "canonical_source": "https://pub.towardsai.net/a-startup-says-it-cracked-ais-decade-old-math-limit-its-llm-read-12m-tokens-for-8-2ee108a320b3?source=rss----98111c9905da---4", "published_at": "2026-06-21 06:43:41+00:00", "updated_at": "2026-06-21 07:12:16.616208+00:00", "lang": "en", "topics": ["large-language-models", "ai-startups", "ai-products"], "entities": ["Anthropic"], "alternates": {"html": "https://wpnews.pro/news/a-startup-says-it-cracked-ai-s-decade-old-math-limit-its-llm-read-12m-tokens-for", "markdown": "https://wpnews.pro/news/a-startup-says-it-cracked-ai-s-decade-old-math-limit-its-llm-read-12m-tokens-for.md", "text": "https://wpnews.pro/news/a-startup-says-it-cracked-ai-s-decade-old-math-limit-its-llm-read-12m-tokens-for.txt", "jsonld": "https://wpnews.pro/news/a-startup-says-it-cracked-ai-s-decade-old-math-limit-its-llm-read-12m-tokens-for.jsonld"}}