Lessons tagged “falsifiability”
3 published lessons with this tag.
The self-validating artifact
A knowledge atom becomes trustworthy at scale when it carries its own verification machinery: claim, provenance, falsifier, confidence, expiry, links. Six fields turn a note from prose you must re-read into an artifact a gate — human or machine — can check, decay on schedule, and challenge. It is Shannon's error-correcting code applied to knowledge: structured redundancy that lets the record detect its own corruption.
schema
Falsifiability makes a schema scientific
If no possible observation could prove your schema wrong it is not a useful model.
schema
Predictions test schemas
If your schema is correct it should make accurate predictions about what will happen next.