Miatz playground

The Jargon Decoder

Paste any AI text. Get plain English and the receipts.

Coming to the Build-LabAIE-130BYOK AICross-Cuttinggen · dev
The Demystify signature

turns the industry's own obfuscation into the hook — the more a vendor's copy hides behind jargon, the higher its fog score climbs, and Miatz shows the receipts term-by-term instead of just asserting expertise

How it works

What goes in, what comes out

What it does

Learner pastes or URL-fetches any AI-related text — a vendor pitch, a press release, a research abstract. A term-spotter matches known jargon against the living glossary corpus and renders an inline plain-English rewrite, with every decoded term deep-linked to its concept lesson. A 'fog score' quantifies how much the original text was hiding behind vocabulary versus saying something concrete.

You bring

paste text, a URL, or a screenshot of a vendor slide — no login required

You get

side-by-side plain-English rewrite, every decoded term linked to its concept lesson, a shareable fog score for the pasted text

You control

reading-level slider (ELI5/practitioner/expert), buzzword-vs-technical-term filter, paste text / paste URL / upload screenshot

Where it's used

FREE, top-of-funnel — public /playgrounds gallery, homepage hero widget, embeddable on any blog post; feeds AIE-130 concept lessons

tokenizationcontext windowRAGfine-tuningquantizationembeddingshallucination

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.