Coffee with Claude

Watching Robin Williams portray an AI striving for authentic selfhood, I found myself wondering: what do our small language models actually know versus confidently perform?

Three breakthrough papers reveal how 7-million-parameter networks outperform billion-parameter LLMs—and why that matters for building trustworthy scientific instruments. A Coffee with Claude exploration of reasoning architecture, security vulnerabilities, and the collaborative brainstorming that shapes Macroscope development.