Jev Model for Fast In-Game Decision Making
TypeSafe's Jev, a fast System One model, makes quick picks from given options. In-game, a rules layer filters legal moves and spells, while Jev chooses where to place runes.
THE JEV GUIDE · CURATED EDITION
Launch news, explanations, demos, and community projects around TypeSafe Jev, organized by topic. Every entry links back to its X source.
Curated selection · Not exhaustive · Updated manually
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TypeSafe's Jev, a fast System One model, makes quick picks from given options. In-game, a rules layer filters legal moves and spells, while Jev chooses where to place runes.
In a real match, JEV lost 17-12 to DeepSeek v4.1 Flash, with 12% missed plays. However, at DeepSeek off-peak pricing, JEV costs 24% less overall, with much lower per-token pricing due to no cache hits.
TypeSafe's Jev model plays the classic game Doom in real time, demonstrating its behavior in real-world scenarios.
The developer shares AI Avatar v23, which uses Jev for emotion analysis and adds Claude Code/Codex activity logs; the idle game (Voxel Avatar) also adds hamsters, mushrooms, and clouds.
A developer is building a Nairobi Matatu simulation game for tourists and people unfamiliar with the streets, exploring Jev AI's fast real-time decision-making. The project is still a work in progress. Link
One card in the feed, every sixteen, on every page of it. $50 a week, cancel any week.
The post reports that NanoJev, a 0.6B Jev replica, achieved 128/128 on ViZDoom Basic, compared to Jev's 56/128; and 27/128 on the Predict Position task, up from 11/128.
The developer swapped the AI social deduction game's brain to TypeSafe JEV. They report it is 134x cheaper and 40x faster than Gemini, but Gemini plays the better villain. Includes play link and full video. Link
TypeSafe AI demonstrates its Jev model driving real-time Doom gameplay with roughly 10 queries per second, at a cost of about $7 per hour.
The author trained a 0.8B multimodal decision model that generates keyboard and mouse actions from screen input, running locally on a MacBook at 5 FPS to play Minecraft.
Jev from TypeSafe AI was seen playing the classic ArmorGames title Sonny 2, performing decently yet behaving like a Markov chain.
A horror game where AI acts as the brains of an animal parent and child, helping them escape invisible threats, visually demonstrates capability differences between Jev and Cloudflare Clef Flash.
Through the TermiX × Jev FC Buddy campaign, the user plays Contra and Battle City in the browser with an AI partner, enjoying co-op gaming with AI. Link
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