Jev AI 를 게임 3개에 붙여본 결과 — 2번 실패, 1번 성공
코드는 GitHub LAMDiceBot · deguri · CrazyArcadeCopy 에, 앱은 lamdice.com 과 deguri.ai.kr 에서 볼 수 있다. 더 많은 글은 radarlog.kr 에서. AI 를 붙였더니 봇이 더 못해졌다. 처치율 67% 에서…
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I Wired Jev AI Into 3 Games — 2 Failures, 1 Success
Code on GitHub: LAMDiceBot , deguri , CrazyArcadeCopy . Live apps at lamdice.com and deguri.ai.kr . More posts at radarlog.kr . I added AI to my bot…
A web crawler for AI agents with no LLM in the crawl loop
When an AI agent needs an answer that lives a few clicks deep on a website, there are two common ways to get it. Dump everything. A crawler fetches…
Приниматоры решений: бенчмарк на русском для Jev-style моделей
Последние пару лет мы довольно странно используем большие языковые модели. Из-за их умения делать всё мы пытаемся решить с их помощью всё — роутинг…
Jev vs small LLMs: does a model that decides beat one that writes?
Key findings Jev tied two small LLMs on accuracy, beat them on probability quality and speed but failed completely at weekday arithmetic. Accuracy i…
Что умеет и где ломается Jev: большое тестирование
В работе с моделями важно не только знать их точность, скорость и цену, но и понимать, где им можно доверять, а где нужна дополнительная проверка. М…
Jev and the Problem With AI That Always Has an Answer
The biggest improvement was learning when to stay quiet. This is our experience while integrating Jev to a use case that's both cost effective…
I spent a week teaching my Mac app to remember what I meant last Tuesday
This happens to me about four times a day. I find a bug. I explain it to my coding agent. We fix half of it. Three days later the other half turns u…
Jev: The AI Model That Doesn’t Want to Talk — It Wants to Decide 🤯
🚨 What if the next big AI model… doesn't generate a single sentence? We've spent the last few years making LLMs better at generating . Better answer…
Jev: AI for Decisions, Not Just Generation
Most AI applications today are built around generation. Give a model some context → ask a question → get text back. But many application workflows d…
Why Most Type-Safe Validation Fails in Production (And How JEV Fixes It)
If you've shipped a production system that handles structured data — API payloads, form submissions, config files, event streams — you've probably h…
[Перевод] Jev за 25 строк на Python
Все кому не лень говорят о Jev. Jev тут, Jev там. Все в Twitter только и говорят о Jev, что это следующее достижение больших языковых моделей и пара…
Умеет ли Jev быть guard-моделью для LLM?
За эти 2 года опенсорс Guard моделей не менялся принципиально: периодически выходили энкодеры, про которые быстро забывали, но SOTA всегда оставалис…
LLMs Write. JEV Decides. And That Changes Everything.
What if the future of AI isn't about generating better text, but making better decisions? We've spent the last few years teaching AI how to write. C…
Benchmarking Jev: what a decision model can (and can't) do in an agent harness
Model under test: jev-1.13.0 · Date: Sep 2026 · Code & raw results: github.com/Aitejiu/jev-harness-lab A black-box engineering evaluation: 10 pu…
Searching for Better Game Recommendations with Jev
Turkish version: Medium I run likethisgame.com . Every game has a page, and that page lists other games someone who liked it might also like. A lang…
JEV assisted LLM Trading
We gave our LLM trading bot an auditor that never sees the chart Every hour, on the hour, a vision model looks at three forex charts and decides whe…
Jev was the tipping point - I built the last MySQL search statement
The problem that kept finding me was mapping unstructured data into an existing corpus. Supplier products that needed to match a catalog. Text that…
I let an LLM judge inside Python's if statements, then ran Ansible's own tests on it
I wrote a small library that lets you put a question, in plain language, where a Python if condition goes. from fuzzyif import fuzzy if fuzzy ( " Is…
I Put Jev Behind a TLA+ Spec and Ran 1,680 Chaos-Tested Pharmacy Decisions. Zero Wrong Verdicts.
A pharmacy system has one rule that matters more than being accurate. It is allowed to say "I don't know." It is not allowed to be sure, and wrong.…
Routing OpenCode Tasks with Jev
After the release of the TypeSafe AI Jev model and its availability in OpenRouter, I decided to immediately test its capabilities and rewrite my min…