Topic

AI Takes

AI and work, hiring, school, society — where it's really going.

Please Stop Comparing LLMs With One-Shot Prompts
AI Takes

Please Stop Comparing LLMs With One-Shot Prompts

One-shot prompt comparisons between LLMs are everywhere right now, and they're useless. The problem isn't the model — it's that nobody bothered to write a spec.

· 2 min read
What If AI Sat in the Middle of Every Conversation?
AI Takes

What If AI Sat in the Middle of Every Conversation?

A WhatsApp voice message and an old failed startup called Alfred got me thinking: what if AI sat between every sender and every receiver, translating each message into the style the other person actually wants?

· 5 min read
The Dangerous Gap Between AI POC and AI Product (And Why We Keep Ignoring It)
AI Takes

The Dangerous Gap Between AI POC and AI Product (And Why We Keep Ignoring It)

Why mistaking an AI proof of concept for a production-ready product creates false time estimates and integration problems, and how teams should use AI better.

· 4 min read
Why AI Won't Save Us All (And Why That's Not What You Think)
AI Takes

Why AI Won't Save Us All (And Why That's Not What You Think)

AI hype hides the hard work of real products; designers, PMs, and engineers are still needed because making something great is the difficult 90 percent.

· 3 min read
AI Won't Replace You (Unless You Allow It To)
AI Takes

AI Won't Replace You (Unless You Allow It To)

Treating AI as a collaborative companion rather than a one-shot replacement, and recognizing its limits to work faster and stay ahead.

· 2 min read
Schools Are Missing the Biggest Opportunity AI Has Ever Given Us
AI Takes

Schools Are Missing the Biggest Opportunity AI Has Ever Given Us

A personal argument that schools should embrace AI to personalize learning for each child, using a five-step study framework as an example.

· 3 min read