In the LLM trends of October 13, 2026, the Muse Wonder series announced by Meta the previous day represents a major shift.

The Forefront of EvolutionToday's Headlines "Asterwise Python SDK v0.8.0" has been released, providing 117 REST endpoints ...

NVIDIA released Nemotron 3.5 Super VL on October 15, 2026, an open 120-billion-parameter multimodal model aimed at ...

You can use the credentials utilities to get access tokens and manage secrets in Azure Key Vault. The notebookutils.credentials module integrates with Microsoft Entra ID for token acquisition and ...

IntroductionContinuous offensive security testing (COST) is a model for running adversary-style tests whenever something material changes, such as a release, a new internet-facing asset, or a change ...

Use the Service Bus trigger to respond to messages from a Service Bus queue or topic. Starting with extension version 3.1.0, you can trigger on a session-enabled queue or topic. For information on ...

Fill a whole JSON schema of booleans and enums in two forward passes instead of generating it token by token — with calibrated confidence per field and output that is schema-valid by construction.

Learn how to apply Clean Architecture in Python without overengineering, using domain entities, use cases, Protocols, and lightweight infrastructure layers.

A 42-of-42 failure rate in our LLM benchmark was a parser bug. How we found it, fixed our scorer without fudging results, and ...

Genos classifies a single shell or script command line (Linux, macOS, Windows, PowerShell) in two tiers. This repository holds the runtime artifacts used by the genos_api service. command ─ ...

Work with familiar Python data structures and type annotations. Mashumaro generates specialized encoders and decoders for them — no handwritten schemas or framework-specific models required. Mashumaro ...

A language model that does not generate text. It reads a state and one or more typed questions, each with an explicit option list, and returns a probability distribution over the options for every ...