Why Who You Know Matters as Much as What You Know
Network theory reveals how the structure of connections — not just the quality of individual nodes — determines what flows, spreads, and survives.
Network theory reveals how the structure of connections — not just the quality of individual nodes — determines what flows, spreads, and survives.
Redundancy eliminates single points of failure: the engineering principle that reliable systems require backups for every critical component.
The alignment problem: how to ensure advanced AI systems pursue goals that are actually beneficial to humanity, even as they become more capable than their creators.
Claude Shannon's mathematical definition of information: a message carries information in proportion to how surprising it is.
CAP theorem proves that any distributed data system must sacrifice either consistency, availability, or partition tolerance — you pick two.