Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
JEV as a Semantic Fitness Function: Evolving a Mug into a Box
The author starts with a mug as the seed and asks JEV to turn it into a box. No geometry is generated by an LLM; JEV is used only as the semantic fitness function. Evolutionary search proposes mutations, and JEV judges which candidates are closer to a 'box'.
started with a mug as the seed and told JEV to make it a box. No geometry was generated by LLM. JEV was only used as the semantic fitness function, evolutionary search proposed the mutations and JEV judged which candidates were closer to a “box”. left: JEV right: random
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Training an MLP on Qwen 4B to Replicate Jev Behavior
The author shares an open-source project openjev that trains an MLP on qwen 4b to work like Jev, with a Hugging Face link. Link
Swapping an agent's tool-calling reasoning with Jev
The author shares replacing an agent's tool-calling reasoning with Jev, using Fable, Astra, and Opus; early results show drastic savings with very close results, with a demo video promised.
