# the density of intelligence
Published: 2026-02-18
URL: https://diegoprime.com/blog/density-of-intelligence

a language model is a file of floating point numbers. billions of decimals. collectively they encode the relational structure between basically every concept humans have ever written about. trillions of tokens compressed into a few hundred gigs, precise enough to identify a redacted literary fragment from context alone.

peter watts defined intelligence as "pattern recognition, optimal decision making and problem solving" in 2006. he wrote the spec sheet for what we'd build twenty years later without knowing it.

intelligence is pattern matching. llms are unreasonably good at it across every domain humans have written about. at some point calling that "just statistics" stops meaning anything.