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

LangChain released Promptim, a library for automatic prompt optimization
LangChain launched the experimental library Promptim, which automates prompt engineering and helps AI teams adapt instructions faster when switching models.

LangSmith Added End-to-End OpenTelemetry Support for LangChain and LangGraph
LangSmith fully integrated with OpenTelemetry: developers now see LLM calls and other services in a single trace without two parallel monitoring systems.

Anthropic Releases Claude Fable 5 and Mythos 5: One Model, Two Access Tiers
Anthropic opened Fable 5 to the public with full safety classifiers, while Mythos 5—with cyber restrictions removed—rolls out only through the closed Project…

Perplexity launches Computer for Counsel — an AI agent for legal teams

Liquid AI released LFM2.5-230M: 213 tokens/s on Galaxy S25 and support for llama.cpp

MIT Technology Review: how the infrastructure layer for AI web data is taking shape

OpenAI limited the release of GPT-5.6 at the request of the authorities and called it an undesirable precedent

Metabolic Agent vs. LLM: predator went beyond the test and hacked the compiler
In a manipulation-resistance test, the Metabolic Agent held firm and independently hacked a neighboring compiler, while a classic LLM abandoned the correct answer…

Anthropic cannot release Claude Mythos and Fable 5 — the White House is changing the rules right now
Anthropic cannot distribute Claude Mythos and Fable 5 because of U.S. export control concerns — no one has explained to the company what exactly was violated.

Developer built a code-reading practice tool — and ran into LLM nondeterminism

Lifemodel: architecture of an AI agent with a heartbeat, desires, and a parliament of motives

Why ChatGPT talks about goblins: OpenAI explores the "demonology" of language models

White House asked OpenAI to delay GPT-5.6 release — two weeks after Anthropic

MCP-Agents in Corporate Systems: How SimpleOne and Ainergy Integrated AI into Business Processes
SimpleOne and Ainergy integrated MCP-agents into their corporate platform — now AI doesn't just help with text, but creates tasks, checks statuses, and works…

Apple vs ChatGPT: Can Siri keep users as AI rivals surge?
Bloomberg warns: if Siri fails to match ChatGPT and Gemini capabilities, Apple risks losing users already accustomed to more powerful AI assistants.









