TypeSafe AI's new model Jev turns natural language and application state into typed decisions, returning choices, scores, and probabilities as JSON that code can consume directly, and the company repo…
Cedar AI released the beta of AOS GLM, a C++20 deterministic constrained language engine that architect Joshua Edward Osborne says runs entirely in host memory with 0.000 MB GPU VRAM and sub-microseco…
Guided decoding, a technique that constrains large language model token sampling to a formal grammar such as a JSON schema, has moved from hand-built logit manipulation to a near-ubiquitous API featur…
Outlines, an open-source library, introduces deterministic certainty into large language model output generation to produce reliable structured outputs such as JSON objects and classification results.…
A new directory catalogs tools and methods for improving the reliability of LLM agents, covering model selection, structured outputs, runtime repair, guardrails, observability, and evaluation. The gui…