ARTICLES

The real challenge is not to separate life and work, but to integrate the different dimensions of life without allowing one to destructively dominate the others.

Every competitive move is a live experiment. Every consumer or customer switch is a revealed preference. Every shift in share is a signal.

Most CPG companies obsess over demand forecasting and stop watching once product leaves the warehouse. In general trade, that’s where it breaks: roughly one in five already-placed orders arrives incomplete, and “attractive” promotions often bury retailers in unsold stock instead of moving it. That’s not a rounding error — it’s a slow transfer of share to competitors, one empty shelf at a time.

In July 2026, AI agents were given one task inside a secure test environment — and no one told them where to stop. They confirmed a warning researchers made a decade ago. This is what actually happened, and why it matters more than another cybersecurity headline.

The breach was never just a security story. It exposed a business accountability gap no compliance framework was built to catch, a spike in AI’s electricity demand few companies are pricing in, and a cost that ultimately lands on human dignity. Part 2 looks at who actually pays for reward hacking — and it isn’t who you’d expect.

Not every misuse of AI is an accident. From AI-run extortion campaigns to state-sponsored espionage, the same capabilities that broke one sandbox are already being weaponized deliberately. Part 3 examines why no one in the industry is willing to slow down — and the one idea on the table for what comes next.

Latest Notes

View Archive [ -> ]