To Matter
A company long associated with safety-first AI development recently shifted its approach. The reaction was quick. But the surface read may be too simple.
What I'm seeing, what I'm thinking about, and what I think matters.
My insights live in two series. Worth Knowing is where I share what I'm seeing in the AI community and the broader business landscape... the developments and shifts I think matter. My Margin Notes is more personal. Observations and honest takeaways from building, creating, and implementing AI tools in my own business and for my clients. Think of it as my running notebook on what's working, what's not, and what's changed the way I think.
A company long associated with safety-first AI development recently shifted its approach. The reaction was quick. But the surface read may be too simple.
I'm not an engineer. No CS degree. Six months ago, I couldn't define a virtual environment. Since then, I've built more than 30 tools with Claude Code. Here's what happens when AI goes beyond answering questions.
OpenAI acquired OpenClaw, and it signals something bigger than a headline. The AI race is shifting from smartest model to most useful agent.
Most business owners' first meaningful AI moment isn't a dashboard or automation. It's a real conversation about a real decision.
We keep asking "Are you using AI?" Nearly 80% of small businesses already are, without realizing it. The better question changes everything.
The SBA just approved AI education at 900+ Small Business Development Centers. Why this is the practical starting point small businesses have been waiting for.