Llm on socratic noteshttps://socraticagent.dev/tags/llm/Recent content in Llm on socratic notesHugoenTue, 16 Jun 2026 00:00:00 +0000Tokenization: The First Decision That Shapes Everything Your LLM Doeshttps://socraticagent.dev/blog/tokenization-first-principles/Tue, 16 Jun 2026 00:00:00 +0000https://socraticagent.dev/blog/tokenization-first-principles/How tokenization works from first principles — from byte pair encoding to why your choice of model quietly decides who pays more and who gets worse results