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

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Habr Translation Explains How LLMs Actually Work on Transformer Architecture
LLM·Habr AI

Habr Translation Explains How LLMs Actually Work on Transformer Architecture

Jul 18, 2026·1 min
Google DeepMind Launches Gemini Assistant ATL Saathi for 1.1 Million Indian Schoolchildren
LLM

Google DeepMind Launches Gemini Assistant ATL Saathi for 1.1 Million Indian Schoolchildren

Jul 18, 2026·2 min
OpenAI Secures $520 Million Credit Line from Bank of America
LLM

OpenAI Secures $520 Million Credit Line from Bank of America

Jul 18, 2026·1 min
Google DeepMind and Isomorphic Labs unveiled joint AI-based biosecurity program
LLM

Google DeepMind and Isomorphic Labs unveiled joint AI-based biosecurity program

Jul 18, 2026·2 min
SpaceXAI and Cursor Preparing First Joint AI Model Against Opus 4.8 and GPT-5.5
LLM·TNW

SpaceXAI and Cursor Preparing First Joint AI Model Against Opus 4.8 and GPT-5.5

SpaceXAI and Cursor may release their first jointly developed AI model as early as July 15, 2026—an internal memo compares it to Opus 4.8 and GPT-5.5.

Jul 18, 2026·1 min
OpenAI Released GPT-Realtime-2.1 and Mini Version for Voice Agents in API
LLM·MarkTechPost

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 caching.

Jul 18, 2026·2 min
Alberta Government Found Vulnerabilities in 466 Million Lines of Code Using Claude
LLM·Anthropic Blog

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 20 hours using 50 agents.

Jul 18, 2026·2 min
Habr released the second part of the Activation Steering guide—repeng, pyreft and exact vector
LLM·Habr AI

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

The second part of Habr AI's tutorial explores repeng, pyreft and other ways to more precisely find a vector for controlling model behavior through activation…

Jul 18, 2026·2 min
Top themes
01AI security industry in China has grown to the level of USA and Israel, writes HabrJul 18, 2026·2 min02Authentication in the MCP protocol in 2026: past, present, and futureJul 18, 2026·2 min03AI regulation in Russia in July 2026: Digital Ministry, law on digital financial markets and Estonian IDs for agentsJul 18, 2026·2 min04Why traditional PRD doesn't save AI features in 2026: what to add to the specJul 17, 2026·1 min05Anthropic found an analog of global workspace in Claude — J-spaceJul 17, 2026·1 min
Context engineering: why AI agents get confused in long dialogues and how to fix it
LLM·Habr AI

Context engineering: why AI agents get confused in long dialogues and how to fix it

Jul 17, 2026·1 min
How to Use Free AI for Coding: A Realistic Guide
LLM·Habr AI

How to Use Free AI for Coding: A Realistic Guide

Jul 17, 2026·3 min
Anthropic rushes to close Claude Code source code leak
LLM·Bloomberg Tech

Anthropic rushes to close Claude Code source code leak

Jul 17, 2026·3 min
Claude Code Leak Reveals: It's Not an API Wrapper, but a Full Operating System
LLM·Habr AI

Claude Code Leak Reveals: It's Not an API Wrapper, but a Full Operating System

Jul 17, 2026·3 min
Russia's IT Market Stalled: Salaries Frozen, Junior Developers Sidelined by AI
LLM·CNews AI

Russia's IT Market Stalled: Salaries Frozen, Junior Developers Sidelined by AI

Neural networks displaced demand for junior programmers, salaries stagnate, talent pipeline broken.

Jul 17, 2026·3 min
Parallax: improved local linear attention with covariance correction
LLM·MarkTechPost

Parallax: improved local linear attention with covariance correction

Researchers from MarkTechPost presented Parallax — a new variation of the attention mechanism for small LLMs with improved quality and speed.

Jul 17, 2026·3 min
PocketCoder-A1: how to make Claude work in three shifts
LLM·Habr AI

PocketCoder-A1: how to make Claude work in three shifts

Habr published case about developer who created automatic coder continuously working with Claude API to maximize project output from cloud subscription.

Jul 17, 2026·3 min
How Google Used Gemini to Prepare the Google I/O 2026 Conference
LLM·Google AI Blog

How Google Used Gemini to Prepare the Google I/O 2026 Conference

Jul 17, 2026·3 min
Can AI replace package managers? From npm to a prompt registry
LLM·Habr AI

Can AI replace package managers? From npm to a prompt registry

Jul 17, 2026·3 min
GPT-5.5 and GPT-5.4 now available on Amazon Bedrock
LLM·AWS Machine Learning Blog

GPT-5.5 and GPT-5.4 now available on Amazon Bedrock

Jul 17, 2026·3 min
OpenAI released GPT-5.5 and Codex for AWS Bedrock to general availability
LLM·@OpenAI

OpenAI released GPT-5.5 and Codex for AWS Bedrock to general availability

Jul 17, 2026·3 min
Canada bans social media for under 16s and simultaneously begins regulating AI chatbots
LLM·TNW

Canada bans social media for under 16s and simultaneously begins regulating AI chatbots

Jul 17, 2026·3 min
Meta Launches Business Agent for Sales Automation in Messengers
LLM

Meta Launches Business Agent for Sales Automation in Messengers

Jul 17, 2026·3 min
Running GLM-5.1 Locally: Complete Guide to llama.cpp and GGUF
LLM

Running GLM-5.1 Locally: Complete Guide to llama.cpp and GGUF

Jul 17, 2026·3 min
Siri receives AI from Google, but it's blocked in Russia
LLM

Siri receives AI from Google, but it's blocked in Russia

Jul 17, 2026·3 min
Visa integrates ChatGPT for autonomous shopping by AI agents via smartphone
LLM·AI News

Visa integrates ChatGPT for autonomous shopping by AI agents via smartphone

Visa connected its payment infrastructure to ChatGPT, allowing AI agents to recommend products and complete transactions without human involvement.

Jul 17, 2026·3 min
Anthropic files confidential S-1 IPO registration statement with SEC
LLM·@AnthropicAI

Anthropic files confidential S-1 IPO registration statement with SEC

Anthropic, developer of the Claude model, filed a preliminary confidential registration statement S-1 with the US Securities and Exchange Commission, opening the…

Jul 17, 2026·3 min
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