The cost reckoning arrived before anyone said "ban." Token prices dropped 98% since GPT-4, yet the average enterprise AI budget has tripled. Uber burned through its entire [...]

The conversation about AI and early-career work tends to go one direction: what's being lost. The entry-level tasks that used to build expertise are getting automated away. [...]

Most conversations about AI deployment focus on capability: what can the model do, how fast can it work, how much can it automate. The harder question, the [...]

In May 2026, Amazon built a leaderboard. The goal was to track how many AI tokens its developers consumed, a proxy, leadership decided, for how actively the [...]

Your team just deployed an AI assistant. Two weeks in, it's confidently giving customers wrong answers, not because the AI is broken, but because no one taught [...]

Every conversation about AI governance eventually arrives at the same uncomfortable truth: the people building these systems don't fully understand them either. That's not a criticism. It's [...]