AI is scaling faster than the systems around it can adapt Every spring, Stanford's Institute for Human-Centered AI (HAI) publishes the AI Index Report, an independent, 400-plus-page audit of where artificial intelligence actually is rather than where Silicon Valley marketing says it is. The 9th edition landed this month, and the headline from the report's co-chairs is hard to shake: “AI is scaling faster than the systems around it can adapt.” I've distilled the report into a

If you've been using ChatGPT or Claude as just a fancy search engine, you're only scratching the surface. Understanding the four distinct modes of working with generative AI can fundamentally transform how you approach problems, create content, and amplify your capabilities. Let me walk you through each mode, when to use them, and how to get the most value from each approach. Mode 1: Advanced Search Tool This is where most people start, and it's a natural entry point. You hav

What are the best metaphors for LLMs? Are the great improv artists? Are they parrots? Or are they something else entirely?