article / QKV

A video of success is not a verification.

Verification needs a pre-written test, a result, and a place where failure could have shown up.

If the messy middle is invisible, the learning is invisible

This page is for the student filing the work. Keep falsifiable question sheet, knowledge map, pass/fail line, trial log. Turn a claim into a test another person can rerun.

Minimum evidence

A later reader should see a miss, a revision, and a limit.

Evidence that misleads

Deleting failed trials or generated drafts after they 'helped' destroys the audit trail.

Who keeps the pen

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