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

Qdrant and DRAG with KNEE: Making RAG Adaptive Without Wasting Tokens
DRAG with KNEE is an adaptive RAG approach built on Qdrant and Python. It builds a document hierarchy and trims excess context without a fixed top_k.

Habr AI: LLMs Can Take Over Routine Business Research, but Not Strategy
A Habr AI author splits product and marketing research into three levels and argues that LLMs will quickly automate routine work and some analytics, but not the…

Agent-Infra unveils AIO Sandbox, a single environment for AI agents with a browser and shell
Agent-Infra has released AIO Sandbox, an open-source container environment that puts a browser, shell, shared file layer and MCP in one runtime for AI agents.

JPMorgan Starts Factoring ChatGPT and Claude Use Into Engineer Evaluations

OpenAI hasn't turned ChatGPT into a new App Store yet, and developers are complaining

Habr AI: Self-organizing LLM agents outperformed hierarchical systems by 14%

FSBio Outlines Metabolic AI Runtime, an AI Architecture Built on 'Homeostasis' Instead of Empathetic Prompts

Microsoft teaches Copilot Researcher to cross-check GPT and Claude answers in a single workflow
Microsoft has added a Critique mode to Copilot Researcher, where GPT drafts an answer and Claude checks it for accuracy. It is also rolling out a new agent, Copilot…

Raft breaks down where MCP and Thin MCP add extra latency for AI agents
Raft compared five architectures for AI agents and found that the main source of delay is often not Python or HTTP, but the number of hops between services and the…

DeepSeek V4 launches with focus on price and everyday tasks: review and first tests

Goldman Sachs cuts off Hong Kong staff from Anthropic's Claude

OpenAI and Promptflow: Building an LLM Pipeline With Tracing and Quality Evaluation

Turnitin and OpenAI are losing: why AI detectors can no longer tell humans from models

MIT and IBM open a new lab at the crossroads of AI, algorithms and quantum computing
MIT and IBM have launched the MIT-IBM Computing Research Lab, which will combine research in AI, algorithms and quantum computing with a focus on hybrid computing…

How a YADRO Developer Sets Up Claude Code for Spec-Driven Development
A YADRO architect has run AI agents under the SDD methodology for nine months. He explains how to configure Claude Code to switch models between projects without a…









