#LLM
Curated coverage on «LLM»: releases, research, benchmarks, open-source.

Mistral releases Search Toolkit — an open framework for search pipelines
Mistral AI has opened a public preview of Search Toolkit — a unified open-source framework combining data ingestion, retrieval, and quality evaluation for AI…

Mistral renames Le Chat to Vibe — a unified agent for work and coding
Mistral has launched Vibe, a unified agent with Work and Code modes. Le Chat has been officially renamed, with all accounts and conversation history preserved…

Claude Code built IndexedDB from scratch: 1208 Web Platform Tests passed, but agent's 95% figure disputed
Claude Code implemented the browser API IndexedDB on top of SQLite from scratch — 1208 tests from the official Web Platform Tests suite passed, but the agent…

Inside an AI agent: seven tools that turn an LLM into an executor

Voice AI agent lied to customers and mixed up callers — developer found the cause wasn’t in the prompt

Chrome, Edge and Firefox: AI Feature Test Reveals an Unexpected Winner

Anthropic restrictions show South Korea needs its own AI, says Upstage chief

Why language models break document structure when you trust them with editing
KDnuggets explains why language models systematically disrupt a document’s formatting and structure when complex editing tasks are delegated to them.

Calibration of language models: three methods to align confidence and accuracy
Platt Scaling, Isotonic Regression, and Temperature Scaling are three post-hoc methods that align a model’s predicted confidence with its actual accuracy without…

Amazon Bedrock AgentCore Runtime: isolated microVMs for Claude Code, Codex, and Cursor

AWS open-sourced Agent-EvalKit: systematic evaluation of AI agents in six phases

Microsoft SkillOpt: automatic prompt optimization instead of manual trial and error

eToro integrated xAI models into Tori agent for real-time market sentiment analysis

Google released Gemma 4 12B: 150 million downloads, runs on a laptop with 16 GB of VRAM
Google DeepMind has released Gemma 4 12B — a compact open model that runs locally with 16 GB of VRAM, marking 150 million downloads for the series under the Apache…

Claude Fable 5 arrives on GitLab Duo — multi-day agent tasks without manual stops
Anthropic brought a Mythos-class model to GitLab Duo Agent Platform — Fable 5 completes multi-stage tasks on its own, without manual checkpoints or repeated…









