#ai
2 posts
ai economics automation
The AI Layoff Trap: why every company will automate even knowing it will break them
A paper from Penn and Boston University proves mathematically that AI-driven layoffs become a structural prisoner's dilemma. Firms lose. Workers lose. UBI doesn't fix it. Only one policy does.
• 9 min
ai development spec-driven
Vibe Coding works until production. Then you need a Spec
Why vague prompts break in production even with frontier models, and how Spec-Driven Development solves it by writing the contract before the code.
• 7 min