Authentication
Claims should point back to evidence and sources instead of floating as unsupported assertions.
Knowledge Philosophy
Stop fake news by strengthening the record.
Adhoc separates evidence, claims, reasoning, and critique so people can see what is supported, what is missing, and where logic needs repair.
Checker
Checker asks whether an argument holds across evidence, logic, framing, statistics, and missing context. Unsupported does not mean false.
FLOAT
FLOAT is a plan-checking instrument for questions, never verdicts. It does not score, certify, pass, or fail a person or plan.
Critical thinking
The goal is to point out flawed logic and weak assumptions while giving people a repair path.
D7 recording slotRun a check, show assessment, certificate, and badge behavior where supported.