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

OpenAI Released GPT-Realtime-2.1 and Mini Version for Voice Agents in API
OpenAI added two models for voice agents to its API—GPT-Realtime-2.1 and GPT-Realtime-2.1-mini—reducing p95 latency by at least 25% through

Alberta Government Found Vulnerabilities in 466 Million Lines of Code Using Claude
On July 6, 2026, Anthropic described how Claude Code with Opus and Sonnet models checked 466 million lines of Alberta's government code in 2

Habr released the second part of the Activation Steering guide—repeng, pyreft and exact vector

Authentication in the MCP protocol in 2026: past, present, and future

AI regulation in Russia in July 2026: Digital Ministry, law on digital financial markets and Estonian IDs for agents

Why traditional PRD doesn't save AI features in 2026: what to add to the spec

Claude Code Leak Reveals: It's Not an API Wrapper, but a Full Operating System
512 thousand lines of Claude Code source code exposed the architecture Anthropic was hiding: self-healing loops, computer vision, two-tier f

Russia's IT Market Stalled: Salaries Frozen, Junior Developers Sidelined by AI
Neural networks displaced demand for junior programmers, salaries stagnate, talent pipeline broken.













