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Core Concepts

Smart if statement

TypeSafe's shorthand for what a System One decision is: a condition your code can branch on directly, backed by a model judgment.

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Core Concepts
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typesafe.ai
Added
2026-09-24

Definition

The manifesto uses the phrase for the practical shape of a System One call: a thresholded Noul or a Choice value inside an if, no parsing and no agent loop. It is the smallest unit of AI-powered software.

The idea only holds when the answer is typed and the uncertainty is visible, which is why answers carry probabilities and confidence alongside the selected option.

Tagsarchitecturemanifesto

From the directory

TypeSafe's case for machine-native composable AI: intelligence as a dependable primitive that software branches on, rather than an assistant that keeps humans in the loop.
Sites & GuidesArticle#official#article#architecture
Official
The idea behind Jev: models that return typed decisions and probabilities instead of generated text, named after Kahneman's fast-thinking System 1, with confidence to route around uncertainty.
Sites & GuidesDocs#official#docs#architecture
Official

From the community

Posts from builders shipping with Jev right now.

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A visual reference finder

I built a visual reference finder with Jev One single prompt → 100 images from Cosmos, NASA, and The Met my new rabbit hole for creative work 🌻  Show more

Diogo Almeida
Diogo Almeida
TypeSafe AI
@CompleteSkeptic

After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x

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Post scoring with SuperX

Jev + SuperX = virality solved ✅ Every post gets 61 questions in ~1s for $0.0004 🤯 > fitted on 9,481 real posts from 207 creators > picks the viral post 2 in 3 times > never rewards reply bait So: write, score, rewrite, stop when it peaks. Free, no signup. try it below ↓

Rob Hallam
Rob Hallam
@robj3d3

I spent the last 8 hours building a viral post classifier with Jev. It's now better at spotting viral posts than I am. And it's as good as Fable 5.1, but 100x faster.

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A canvas you control by pointing and speaking

Jev plays Smash Bros. against itself

A keystroke oracle that reads intent in ~100 ms

A second-hand shopping agent