Sarah Friar (OpenAI's CFO) and Vinod Khosla recently discussed the state of AI adoption. They talked about multi-agent systems, the 10-year adoption curve, and the future of work. But when asked for examples of AI actually delivering value? Contract review. Accounting automation.

First issue of Quanta Bits (by Quanta Management) is out. A newsletter about automation, AI, and what's actually working in business operations. This one looks at context management, AI adoption realities, and a few things we're learning along the way. quanta-bits-newsletter.beehiiv.com/p/quanta-bits-…

Duck season! Rabbit season! Anthropic and OpenAI dropped competing models 15 minutes apart recently. Developers immediately picked sides. But the models are converging. Opus got more precise. Codex got more pleasant. In a poll of 700+ devs, 53% picked Opus despite Codex winning

The promise of a 24/7 AI agent: more productivity. My experience after a week: more of everything. I set up an OpenClaw agent on a Mac Mini. His name is Spock. Always on, connected to my knowledge base, calendar, and tasks. I message him from Telegram. The moment that changed

AI won't replace your financial adviser. But your financial adviser who uses AI will replace the one who doesn't. Same goes for your accountant. Your lawyer. Your ops team. Your consultant. The disruption isn't human vs. machine. It's the people who use the tools vs. the people