Summary In today's episode, I answer Zachary's question about when autonomous AI expense recovery hits a no-brainer price point for enterprise budgets. Here's what this means for you. You discover that your AI automation payback depends almost entirely on how well you document your processes, not on which tool you choose. You'll also learn these…
Summary In today's episode, I walk through how to compare AI bot visibility against human search traffic using Bing Webmaster Tools and a coding-driven analysis approach. Here's what this means for you. You'll discover that the strategy for AI visibility is largely the same as for human search, so you can focus on creating quality…
What’s AI best at when it comes to innovation? Context. Specifically, the context in which your idea fits. AI is generally not good at completely net new ideas because they don’t exist in context, AND because by definition something truly innovative is low probability. AI by definition generates the highest probability items in a local…
Summary In today's episode, I address a viewer's question about how AI absorbing entry-level execution tasks impacts the junior talent pipeline. Here's what this means for you. You'll discover that the path forward shifts from execution training to junior management training, since machines still require oversight and clear direction. You'll also learn these concepts: why…
Summary In today's episode, I explain why enterprise AI agents are failing observability audits and how to fix it by treating them as ordinary software. Here's what this means for you. You'll learn to reuse the monitoring and logging infrastructure you already own to build verifiable audit trails for regulated industries. You'll also learn these…
Use the right model for the right task to save token budget. Planning? Use the biggest, smartest models. Execution? Use a midrange model that can follow directions well. Reading and summarization? Use a light, fast, dumb model that does well when it’s given all the data. If you leave your favorite AI tool set on…
Summary In today's episode, I answer a listener's question about how to track and manage shadow AI and unauthorized local model usage by employees in large enterprises. Here's what this means for you. You can turn what looks like a security loophole into a budget-saving strategy by governing local models instead of banning them outright.…
_Almost Timely News: 🗞️ How To Do Feature Engineering with AI (2026-07-12) :: View in Browser_ The Big Plug 👉 Please take my 6-question Reader Survey to tell me what you want! Content Authenticity Statement 95% of this week’s newsletter was made by me, the human. The glossary at the end I made with Google’s…
