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LLM Hacker News Mar 3, 2026 1 min read

Anthropic's Claude Opus 4.6 independently solved a directed Hamiltonian cycle decomposition problem that computer science legend Donald Knuth had spent weeks working on. Knuth documented the achievement in a formal Stanford paper, marking one of the first times a top-tier computer scientist has formally credited an LLM with solving a genuine research problem.

LLM Hacker News Mar 2, 2026 1 min read

A deep-dive into why XML tags work better than other delimiters with Claude — rooted in how Anthropic structured Claude's training data and the model's extensive exposure to XML-structured prompts throughout fine-tuning.

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