Helping business leaders drive AI transformation.

Anthropic’s Barry Zhang gave a short talk at the AI Engineer Summit called “How We Build Effective Agents.” The talk, which builds on an earlier Anthropic blog post, is the clearest taxonomy I have seen on what an agent actually is, what a workflow actually is, and when each one belongs in production. If you are wondering what your team should be building this quarter, this framing will be extremely helpful. Continue Reading →

OpenAI just shipped GPT-5.5, seven weeks after GPT-5.4, and OpenAI President Greg Brockman called it “a new class of intelligence.” That is a big claim. It is also useful framing. GPT-5.5 is built for work that crosses tools, screens, files, codebases, spreadsheets, research trails, and humans who occasionally give instructions like, “Just make it work.” Continue Reading →

OpenAI launched "workspace agents" in ChatGPT yesterday. Powered by Codex, these persistent, autonomous agents run in the cloud, integrate with ChatGPT and Slack, and handle complex workflows across tools and teams. OpenAI describes them as "an evolution of GPTs," with existing Custom GPTs eventually convertible into full workspace agents. Continue Reading →

OpenAI is adding CPC (cost-per-click) to ChatGPT ads this week. Advertisers can now bid $3 to $5 per click, which puts ChatGPT somewhere between Meta (cheap clicks, browsing intent) and Google Search (expensive clicks, purchase intent). Where it actually lands will depend on proving something OpenAI has not yet proven: does a ChatGPT click drive an outcome? Continue Reading →