Miatz playground

Hype Decoder

Paste any AI hype, get the substance score.

Coming to the Build-LabAIE-130BYOK AIAI-Concept-Vizdev · data
The Demystify signature

Turns marketing spin into a measurable, mockable number -- literalizing the brand's own thesis that hidden machinery, once named, stops being magic.

How it works

What goes in, what comes out

What it does

Learner pastes any AI-related text -- a press release, a job listing, a tweet -- and every jargon term auto-highlights; clicking one reveals a plain-English decode plus a 'why it matters' line. A jargon-density score rates how much of the text was buzzword versus named mechanism.

You bring

Pasted text.

You get

Annotated text with hover-decodes, a jargon-density score, and a flagged list of superlatives with no mechanism named behind them.

You control

Jargon-pack toggle (marketing, technical, investor-pitch dictionaries); density-threshold highlighting sensitivity.

Where it's used

AIE-130's living module (its named playground, Model board); strong evergreen lead magnet and SEO/GEO page.

AI jargon/glossaryjust-in-time explanationhype vs mechanism

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.