Latest AI and tech news
TypeSafe AI's Jev launches on LiteLLM today in v1.103.0-rc. Jev is a decision model: it returns a choice, a score, or a yes/no probability instead of text, so it has its own evaluate endpoint rather than /chat/completions. LiteLLM proxies that endpoi...
What 40 battles taught me about TypeSafe’s decision model, good tactical choices, and repeated mistakes....
TypeSafe’s Jev classifies, scores, and routes without generating text — up to hundreds of times cheaper than an LLM judge. What that changes for evals, confidence routing, and application architecture.
A bot looks up the weather, then checks a shop's opening hours. The user asks, "What time does the shop close?" The bot still sends the old weather report to the model, even though it no longer helps answer the question....
Within 24 hours of launching on AI Gateway, Jev from TypeSafe AI reached more than twice as many paid teams as any previous model launch, making it the fastest-adopted model in gateway history....
Hey yall, Alex here, writing this VERY late because, well, not every day a new type of “ChatGPT” moment drops. I really hope I’m not overhyping this, but a new model (that’s NOT an LLM!) called Jev (a wink to Jevons paradox) just came out and if what...
Jev from TypeSafe AI — A New Kind of AI That Makes Decisions Far Faster and Cheaper Than LLMs....
Jev from TypeSafe AI is now available on AI Gateway....
A 7-step blueprint for scraping directory and listing sites at scale: distributed proxies, hybrid rendering, fault-tolerant queues, and schema-constrained LLM extraction.
Five failure modes that survive constrained decoding, and why your schema validator will never catch them....
What I learned after thinking more carefully about Structured Outputs on messy, incomplete data...
Schedule WordPress posts, fix missed schedules, and set up WP-Cron with a real server cron to keep posts publishing on time.
Image inputs and structured outputs with Gemma 4 and Ollama...
You ask the model for JSON. It gives you JSON almost every time, and the almost is what pages you at 2am: a stray sentence before the…...
Seedance 2.5 explained: what changed from Seedance 2.0, how reference-guided generation works in practice, and what you can build with it on Krea.
Why use it? How to implement it? What can we do when it fails?...