The thinking behind the work.
AI writing, revenue systems, and marketing strategy for founder-led brands. Written when I have something worth saying. The AI writing pieces are hosted on AI Inner Circle.
Featured Article
The Future of AI Agents in Business
One big AI assistant always breaks down. The fix isn't a better prompt — it's composition over inheritance: a coordinator running a team of small specialists, the same shift the whole AI industry is converging on.
Read Article →How AI-Generated Content Is Destroying Trust
And The Mathematical Solution No One's Talking About
AI writing has a redundancy problem. Three measurable patterns — antithesis density, copula saturation, fragment clustering — are eroding your credibility below the threshold of conscious detection. The fix isn't better prompting. It's a quality gate that counts.
Read Article →Why ChatGPT Writing Will Always Sound Robotic
And Why There's Not a Damn Thing You Can Do About It
ChatGPT isn't optimized to sound human. It's optimized to sound finished. That distinction explains why every fix you've tried has worn off within two paragraphs — and why this is a structural problem, not a prompting problem.
Read Article →Why AI Writing Sucks And What To Do About It
AI writing doesn't fail because it's artificial. It fails because it lets you settle. A single AI tool playing every role produces average output. Here's what it looks like when you stop prompting and start commanding a team.
Read Article →