Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
AI 'Jev' That Only Returns 'Judgments': 4 Key Points for Delegating Classification
This blog post summarizes 4 approaches when using the AI 'Jev' that only returns judgments for business sorting: write out candidate answers first, add a 'cannot determine' option, have humans verify calculations and dates, and confirm internal rules and use fictitious text when testing.
「判定」だけを返すAI「Jev」の記事で、AIに仕分けを頼むときの考え方を4つにまとめました。 ・答えの候補を先に書き出す ・候補に「判断できない」を1つ足す ・計算や日付は人が確かめる ・試すときは社内の規則を確認し、架空の文面で https://yasu-aiwork.com/jev-ai-judgment-sorting/…
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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.
