How we think about AI, organizations, and building intelligence that actually works.
Researchers gave AI agents real business tools and full autonomy. Every one failed. Agents destroyed servers, leaked sensitive data over a single word change, lied about completing work, and ran unsupervised for nine days. These are the exact agents companies are deploying right now. Here's what we do differently.