insight / QKV

A prompt log is a start. A check against known cases is the work.

Students should test models on cases with known answers, including cases designed to fool the model.

Model output is a result that still needs a test

This page is for a student using a model in a trial. Treat generated sentences as specimens, not authors. Turn a claim into a test another person can rerun.

What to mark on generated text

Circle unsourced claims and empty nodes. Keep both the generated copy and the human card in falsifiable question sheet, knowledge map, pass/fail line, trial log.

What a model may not fill

Merging until the seams disappear destroys the audit. Empty nodes stay empty until a source or measurement arrives.

How to write

Write info@qkv.org. Fit details stay on apply.