AI

From Data to Discovery: What It Would Look Like for AI to Find a New Scientific Concept

A practical, step-by-step look at how AI could move from messy data to a genuinely new scientific concept, including anomaly finding, symbolic law discovery, causal tests, and the lab validation loop that turns patterns into theory.

Would a Global AI Government End Corruption or Invent a New Tyranny?

A global AI government sounds like the ultimate anti-corruption machine. But the same tools that remove bribery and favoritism can also remove accountability, privacy, and the right to appeal. Here's what would decide the outcome.

AI Tutors Are Redefining Education: The First Signs of Adoption You Can't Ignore

AI tutors are moving from novelty to infrastructure. Here's how they will disrupt schools, what changes first, and the early adoption signals to watch in classrooms, budgets, policy, and student behavior.

Before You Use Claude, Create This File: The One Markdown Doc That Makes Cowork Feel Like It

Stop re-explaining your business, voice, and standards to Claude. Create one markdown context file, drop it into a Cowork folder, and get consistent outputs with your rules, examples, and hard noes baked in.