The blog

Ideas, essays & updates.

Thoughts on thinking, building, AI and the craft behind the work.

Human in the Loop AI: Why the Best Systems Need a Person
June 19, 2026

Human in the Loop AI: Why the Best Systems Need a Person

Human in the loop (HITL) AI keeps a person inside the system’s decision chain — labeling data, validating outputs, catching edge cases,…
Will AI Replace Humans? The Honest Answer You Need
June 18, 2026

Will AI Replace Humans? The Honest Answer You Need

AI won’t replace humans — but humans using AI will replace humans who don’t. That’s the honest version. Some tasks will vanish,…
AI vs Human Intelligence: The Real Differences Explained
June 17, 2026

AI vs Human Intelligence: The Real Differences Explained

AI and human intelligence differ at the root: AI computes patterns from data; humans understand meaning from experience. AI wins on speed,…
AI and Humanity: A Clear-Eyed Guide to a New Era
June 17, 2026

AI and Humanity: A Clear-Eyed Guide to a New Era

AI and humanity are not opponents in a contest — they’re partners in an experiment neither fully controls. AI now shapes what…