Logos52

LLM Knowledge Base

Linked notes on learning systems, language study, and software work with LLM agents.

Start here

Top of mind

Project Updates

2026-09-16
  • Argument Validation

    Valid means a conclusion follows from facts an argument states. Sound means the conclusion follows and the facts are true. Each test works on any argument.

  • East Asian Exams - The Arms Race

    One exam at about age 18 ranks students against each other for university. A student's rank on the exam still sets pay decades later. Tutoring by one family forces tutoring by the rest.