Miatz playground

Reverse-Question the AI

Don't answer the AI. Interrogate it first.

Coming to the Build-LabBYOK AICross-Cuttinggen · dev
The Demystify signature

flips the interaction the whole market teaches — every competitor teaches 'prompt better'; this is the one playable that trains distrust of the output first, the exact habit the Tuukul thesis is built on

How it works

What goes in, what comes out

What it does

The tool shows a real, seeded, anonymized AI output — a plan, a code diff, an analysis — and instead of asking the learner to evaluate it, asks them to write the one question they would put back to the model before trusting it. A rubric-grader scores specificity against a model-answer bank and reveals what a strong reverse-question would have caught.

You bring

read the AI's output, type the one question they'd ask it back, submit

You get

a specificity score, the model-answer reverse-question revealed side-by-side, what it would have caught or missed in the planted flaw

You control

scenario-domain picker (AI/Product/Marketing/etc.), difficulty (surface-level vs planted subtle flaw), timed 60-second mode

Where it's used

FREE, top-of-funnel — /playgrounds gallery; the same rubric grades reverse-question items in the paid trivia engine and Tuukul's Accept-gate drills

reverse-questioningassumption-surfacingconfident-wrong outputsverification-before-adoption

Concepts click when you open the machinery.

Three labs are already live and free — the same hands-on style this playground brings to its module.