jev is INSANE. in 40 seconds it broke down 724 live ads from 37 brands. every hook. every format. offer. cta. awareness stage. landing page mismatch. used 9 cents of tokens. (will be avail in @stealads + mcp)
Score
Rate the state against 2 to 10 ordered levels; returns a probability-weighted position, per-level probabilities, and confidence.
- Category
- Primitives
- Also known as
- Score question
- Related terms
- 6
- Directory entries
- 3
- Docs
- docs.typesafe.ai
- Added
- 2026-09-24
Definition
A Score question takes an ordered array of level descriptions. The answer's score is each level's index multiplied by its probability, so it can land between levels — 0×0.0 + 1×0.57 + 2×0.43 = 1.43. The legend field maps level numbers back to their descriptions.
Levels are judged separately, so describing one level as worse than another adds no signal, and the model sees descriptions rather than numbers. Score fits a spectrum with described points — bug severity, frustration, skill level — and the arithmetic belongs in code.
Related terms
Definitions that connect to this one.
From the directory
From the community
Posts from builders shipping with Jev right now.
724 competitor ads, broken down
A chat bot with no LLM
I built a chat bot with jev, no LLM at all! Responses are instant, no hallucinations. I hooked it up to web search, wikipedia, weather, todoist and home assistant. Jev decides what tool to call and what args to use based on the prompt. Instant answers cite sources as well!
3,282 posts, eight questions each
I gave Jev 3,282 of my X posts across 100M views and asked it to find what actually works for growth. 4,252,330 tokens $0.1282 for the full 8m 34s run! Each post got 8 questions about the topic, hook, tone, whether it teaches something, etc. How-to posts got 150 median likes Show more
Jev repositories worth a look, in Japanese
やぁ!兄弟たち! Jevに関するGitHubの実用性と発展性がありそうなリポジトリをまとめたよ! やはり、高速判断を要するComputerUseや完全自動トレードなんかに対しての活用が多い印象だね! Jevは公式のウェイトリストも1日ほどで承認されるけど、待たなくてもVercel AI GatewayからModel: Show more
Company invoices, classified for the books
Caso de uso de @typesafeai: Revisar todas las facturas de la empresa y clasificarlas contablemente en segundos 🫠
Real-time Clippy that wakes up when you struggle
I built real-time Clippy with Jev. It quietly watches how you use the product and only wakes up when it thinks you’re struggling. Hesitating? Confused? Stuck? Clippy knows. Even its reactions are controlled by Jev. 👀
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
