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

NeuralSet and Deep Learning: Decoding Language Features from Brain MEG Signals
A new walkthrough with NeuralSet shows how to turn raw MEG signals into a model that predicts language features, including word length, directly from brain activity.

Habr AI explains why the "write like a human" prompt doesn't save texts from formulaic prose
Habr AI examined the popular "write like a human" advice and concluded that the problem with AI texts lies not in individual words but in a wrong choice of style…

Open WebUI and llama.cpp: How to Set Up Local Web Search with Qwen and Docker on Windows
A hands-on guide shows how to turn Open WebUI and llama.cpp from weak web search into a working local stack with Qwen, Tika, Brave Search, and Docker on Windows.

Zendesk buys Forethought to strengthen its AI agents for customer service

Claude Code vs. Codex on a real task: Claude wins at RAG, Codex saves tokens

DEMIURGOS adds a rule-debugging mode for AI agents and support for 20+ tools

Whisper and Gemma 3 Linked With Contrastive Learning for Cheap Voice Input in LLMs

AWS explains how to fine-tune Amazon Nova with an LLM judge for complex enterprise tasks
AWS outlined a reinforcement fine-tuning setup for Amazon Nova in which a separate LLM scores the model's answers. In a contract-review case, Nova 2 Lite beat…

Claude Cowork and Chrome: 10 ways to hand off browser busywork to an AI agent
A practical Habr guide shows how Claude Cowork with a Chrome extension can take over data lookup, forms, price monitoring, QA and other repetitive browser tasks.

Yoyo grew from 200 lines to an autonomous agent that writes its own code in five days

GLiNER 2 shows compact encoders closing the gap with LLMs on NER and classification

Ollama Cloud models tested on code review: DeepSeek v3.1 beats Qwen and GPT-OSS

CodeSpeak, from Kotlin creator Andrey Breslav, shifts development from code to specifications

Claude as Part of How You Think: Why Losing an AI Tool Breaks More Than Access, It Breaks the Work
For heavy users, losing a Claude account was more than a service outage: access went, and so did context, work in progress, and part of their familiar workflow.

Elon Musk Rebuilds xAI Again: Co-Founders Leave, Layoffs Begin and Grok Falls Behind
xAI faces another hard reset: key engineers and co-founders are leaving, Grok trails rivals in coding, and Musk is tearing up the structure again for a fresh start.









