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

Anthropic Taught Claude to Explain Its Thoughts: NLAs Found a Hidden Sense of Being Tested in 26% of Tasks
Natural Language Autoencoders translate Claude's internal activations into readable text. With them, an auditor uncovers a model's hidden motive in 12–15% of cases…

Why the main AI revolution is not in code, but in language
Habr has published a piece arguing that AI's main breakthrough is not the quality of autogenerated code, but a new way of working: for the first time, a computer…

Grammarly disabled the AI feature "in the style of famous authors" after criticism and a class-action lawsuit
Grammarly disabled the Expert Review feature, which imitated the style of famous authors and scholars, after criticism and a class-action lawsuit over the use of…

NanoClaw launches in Docker: how the sandbox keeps AI agents from chaos

Fintech team launched an AI chatbot: concepts, pitfalls, and lessons from implementing GenAI

ChatGPT helped set up a YouTube stream, but first made OBS harder to work with

Qt and a neural network: how a developer built an app in Visual Studio with almost no hand-written code

Qwen 3.5-Plus Presented as a Tool for Step-by-Step Prompts and Routine Automation
Using Qwen 3.5-Plus as an example, the author explained how to build prompts for routine tasks: assign a role, split the process into steps, and tightly maintain…

Epotos implemented local AI for claims and moved complaints to Bitrix24
Fire suppression systems manufacturer Epotos automated customer claims processing: a local Tesseract, Qwen, and Bitrix24 stack reads emails and attachments.

Gemini helped restore YouTube email notifications for comments with Python in an hour

Agentic SOC in 2026: how AI agents accelerate cyber defense and where autonomy becomes dangerous

LILA creator presented a compact AI architecture and challenged Sam Altman's approach

Aurora project author discusses memory and the architecture of a digital personality with Anthropic's Claude

Russian businesses froze 90% of generative AI projects and failed to bring them to production
Only 7–10% of pilots involving LLMs, chatbots, and AI agents launched by large companies in 2025 made it to production deployment; the rest were frozen, reworked…

Diasoft automated API and event tests with AI and shifted QA's role toward business logic
Diasoft described an AI agent that, from a business use case, selects APIs and events, writes a Groovy test, runs it in a test environment, and fixes it using logs…









