AI & Machine Learning

The Competition Trap: Why AI Benchmarks Are Breeding Smarter Tools, Not Smarter Minds

Mathematician Terence Tao reveals how AI competitions may be creating hidden feedback loops that reward narrow optimization over genuine intelligence, echoing Goodhart’s Law. This provocative analysis forces us to question whether our benchmark-driven race is producing smarter machines or just better test-takers.

Why I Secretly Wanted Good People to Fail — And How I Finally Stopped

Envy isn’t a character defect—it’s a defense mechanism. When you can’t stand seeing others succeed, it’s because their success mirrors the gap between who you are and who you want to be. This confessional article explains how to stop hating yourself for feeling jealous and instead use that dark impulse as fuel for real growth.

Your Company’s AI Failure Isn’t About the Tech—It’s About the Power You Won’t Give Up

AI transformation fails not because of data, compute, or talent, but because organizations refuse to question the mental models and power structures AI disrupts. Leaders pour millions into technology while ignoring the internal politics that sabotage every implementation. Success belongs to those willing to redesign decision rights, not buy more GPUs.

Your Health Advice Is a Lie. Here’s Who’s Profiting.

The phrase ‘correlation isn’t causation’ is usually taught as a neutral statistical warning. But behind every false causal claim that made billions — from dietary fat to power poses to amyloid plaques — there’s a hidden actor who profits from keeping the real cause secret. This article reveals the pattern and gives you the one question that protects your health, your wallet, and your trust in science.

Stop Pretending a Mortgage Makes You Responsible. Rent Is the Smarter Move.

Society praises mortgage payments as ‘responsible’ while condemning rent as ‘wasteful’—but that’s a status game, not a financial one. Renting offers flexibility, liquidity, and true freedom. The math favors renting in most cities, yet we’re trapped by the myth of homeownership as the ultimate adult achievement. This article challenges that myth with real stories and hard numbers.

AI Isn’t Breaking Your Brain—It’s Rewiring Your Soul

AI doesn’t just threaten jobs—it threatens your sense of self. That feeling of panic when a machine outthinks you is ontological trauma, and it’s not a bug. It’s an evolutionary trigger. By embracing that discomfort instead of running from it, we shed outdated identities and open the door to a co-creative partnership with AI. This isn’t the end of humanity—it’s the reboot we didn’t know we needed.