education
3 articles
Do You Actually Know How to Use AI? Anthropic Tracked 10,000 Conversations to Find Out
Anthropic analyzed 9,830 Claude.ai conversations and defined 11 observable AI fluency behaviors. Key finding: people who iterate show 2x the fluency. But when AI produces beautiful artifacts, users question its reasoning less. The prettier the output, the more dangerous it gets.
Anthropic Signs 3-Year Rwanda MOU: Claude Moves Into National Education, Health, and Government Workflows
Anthropic signs 3-year MOU with Rwanda to expand Claude & Claude Code in education, health, and public sector. Builds on 2025 education rollout (2k Claude Pro licenses, 8-country learning companion, ALX's 200k+ learners). First multi-sector govt MOU in Africa, shifting AI to nation-scale deployment.
Karpathy's Ultimate Reduction: 243 Lines of Pure Python, Zero Dependencies, Train a GPT From Scratch
Karpathy's 'art project': a GPT model in 243 lines of pure Python, zero dependencies. Every operation uses atomic math (add, mult, exp, log). Efficiency is secondary. It's the nand2tetris for AI education.