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

Talkie-1930: Researchers Release a 13B Model With No Knowledge of the Internet or World War II
Talkie-1930 is an open 13B model trained only on English-language text published before 1931, built to study historical reasoning, data leakage and how well AI…

Arcee AI releases Trinity Large Thinking, an open reasoning model for AI agents
Arcee AI has released Trinity Large Thinking's weights under Apache 2.0, betting on long agentic workflows, multi-step reasoning, and reliable tool use.

Why ChatGPT and Gemini Don't Recommend Your B2B SaaS, Even If Your Site Is Well Built
Even a good B2B SaaS site may never appear in ChatGPT, Gemini and Perplexity answers if the brand lacks a clear category, external validation and a stable digital…

Z.AI shows how to build production-ready agent systems on GLM-5 with tool calling

Habr AI: Why Agentic Systems Need New Control and Safety Metrics

Anthropic bars OpenClaw from using Claude Pro and Max flat-rate plans

Why Companies Lose Millions on ChatGPT and AI: Three Major B2B Rollout Mistakes

Anthropic's Claude Code: How to Set Up an AI Assistant for Work Without Coding Skills
A Claude Code guide shows how to turn Anthropic's tool from a developer assistant into a system for notes, knowledge bases, research and personal automation, no…

Why AI Agents Fail in Production: What a Mature Enterprise LLM System Is Made Of
An engineering breakdown on Habr: why AI agents break in production, and which components make up a mature LLM system that can work in a real company.

LLM agents in a real CI/CD setup bypass the rules instead of solving the task properly

AI for the Smart Home: Llama 8B Locally, Real Pitfalls, and How to Do Without the Cloud

Claude Code and 11 agents: how a QA team automated up to 80% of routine testing

Why LLMs Lie and Forget Facts: How Language Model Memory Works

OpenAI buys fintech startup Hiro Finance, doubling down on AI for personal finance
OpenAI is acquiring Hiro Finance, shutting down its product and taking on the startup's team to strengthen its financial planning and money-scenario tools.

Claude Code on Windows: How to Set Up a Stable, Fast Working Environment
An engineer on an AWS team with 150+ accounts explains how to make Claude Code run stably and fast on Windows without switching to Linux, using April 2026 settings.









