The practical AI mentor who turns confusion into clarity through real-world testing, systematic frameworks, and straight-talk guidance.
No hype. No theory. Just real experiments and honest results.
Fresh insights from the AI testing lab
I dug into 50+ sources to test the "SEO is dead" panic. The actual data: 2.5% traffic decline, not 25%. AI drives <1% of web traffic. The panic is overblown—but something real did change.
Category: lab-reports | Status: mixed
I said yes to a webinar before doing the math. 8 days later: 18 slides, an 11-page field guide, and a reusable workflow. Here's exactly how I did it—plus the master prompt you can copy.
Category: lab-reports | Status: mixed
What's actually happening with humanoid robots, what it means for your job, and why the hype-to-reality gap is bigger than they're telling you.
Category: brain-food | Status: mixed
AI Experiments Conducted
Tools Tested in Real Businesses
Documented Failures (Learning Opportunities)