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Archive/large language models

🧠 Large Language Models

News about foundation models, LLMs, multimodal models, benchmarks, and model releases from OpenAI, Anthropic, Google, Meta, Mistral, and others.

987 articles

Importance:PolicyAnthropic export controls

Why the US government shut down Anthropic’s latest Claude AI model

An “export control directive” for Anthropic's Fable and Mythos models highlights the chaotic, fast-changing state of AI regulation. Source: theconversation.com

Importance:ResearchLLM reasoning/verifiers

Semi-Supervised Verifier Scales LLM Reasoning from Minimal Labels

The arXiv preprint and LREC 2026 proceedings describe a semi-supervised framework that trains a lightweight reasoning-correctness classifier on a few... Source: letsdatascience.com

Importance:NewsAnthropic model access policy

Donald Trump has cut off access to the world’s best AI model

America's closest allies have been blocked from Anthropic's Mythos | Business. Source: economist.com

Importance:NewsAnthropic model release

These 4 Artificial Intelligence Stocks Have Room to Run Thanks to Anthropic's New Fable Model

Anthropic says its new Claude Fable family of models is as powerful as the Mythos model that it chose not to release to the public. Source: theglobeandmail.com

Importance:NewsChinese open-source model release

Zhipu AI’s stock rockets after Chinese firm makes GLM-5.2 open source

Move underscores a trend of Chinese players seeking to capture users displaced by rising prices for top models from US rivals. Source: scmp.com

Importance:NewsWorld foundation model

From language AI to physical AI: 1st general world foundation model unveiled in China

Artificial intelligence (AI) has become increasingly capable of generating text, images and video. But can AI understand how the physical world works? Source: news.cgtn.com

Importance:NewsLLM security/prompt injection

AI Agent Security Hits Its Reckoning: Prompt Injection May Be a Permanent Flaw, Not a Patchable Bug

OWASP's June 11 report argues the vulnerability is baked into how large language models read text, and the past year's CVEs and supply-chain breaches show... Source: techtimes.com

Importance:ResearchLLMs for robotics

LLMs help robots understand vague instructions and focus on key details

Imagine working at a warehouse or office sometime in the near future, and you're asked to help a new trainee learn the basics of their job. Source: technology.org

Importance:NewsLLM architecture techniques

What are the new AI LLM architecture techniques 'Key-Value Sharing,' 'mHC,' and 'Compression Attention'?

As open-weighted large-scale language models (LLMs) evolve beyond prompt-based question-and-answer to autonomous and highly accurate problem-solving,... Source: gigazine.net

Importance:NewsAnthropic Claude / transparency/policy

Anthropic's AI will now tell users when requests are downgraded for national security after backlash

Anthropic is changing course after facing criticism for quietly downgrading certain requests to its most capable AI model. Recommended Video... Source: fortune.com

Importance:ResearchLLM benchmarks / medical AI

General-purpose large language models outperform specialized clinical AI tools on medical benchmarks

Specialized clinical artificial intelligence (AI) tools are entering medical practice despite scarce independent evaluation. We quantitatively evaluate two... Source: nature.com

Importance:NewsAnthropic Claude / enterprise partnerships

TCS Taps Anthropic's Claude for Regulated Industries

Tata Consultancy Services (TCS) is forging a significant alliance with AI safety company Anthropic, aiming to bring Anthropic's advanced large language... Source: startuphub.ai

Importance:Launchfoundation model deployment / cybersecurity

Deloitte Japan Advances Security Operations with Cisco Foundation AI’s Open-Source Model

We are excited to announce that Deloitte Japan is beginning production validation of Cisco Foundation AI's Foundation-sec-1.1-8B-Instruct model for its... Source: blogs.cisco.com

Importance:NewsAnthropic Claude / policy/government

Anthropic launches $15 million cyber defense program for state and local governments | brief | SC Media

The initiative offers up to $15 million in Claude credits, which are usage-based units for Anthropic's AI services. Source: scworld.com

Importance:ResearchLLM efficiency / context compression

LLM context compression at 16x beats KV cache

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia. Source: venturebeat.com

Importance:LaunchAnthropic model release / life sciences

Anthropic puts life sciences at heart of new AI model

AI company Anthropic has launched a new large language model (LLM) – Claude Fable 5 – claiming its capabilities as a tool for drug discovery and scientific... Source: pharmaphorum.com

Importance:LaunchAlibaba Qwen3.5 model release

Alibaba unveils Qwen3.5 as China’s chatbot race shifts to AI agents

Alibaba Group has released its newest AI model series, featuring new agentic capabilities, as competition in China's AI space ramps up. Source: msn.com

Importance:NewsGoogle open-weights model / diffusion LM

Google's new open-weights model brings image-generation tricks to AI text generation

Language model builds on diffusion tech to boost output performance by up to 4x, claims Chocolate Factory. Source: theregister.com

Importance:ResearchLLM applications / geospatial

[Research Article] GeoJSON agents: A multi-agent LLM architecture for geospatial analysis—function calling vs. code generation

A new study published in Big Earth Data proposes GeoJSON agents, a novel multi-agent large language model (LLM) framework for geospatial analysis that... Source: eurekalert.org

Importance:ResearchLLM security

Researchers Build Self-Replicating AI Worm That Operates Entirely on Local, Open-Weight Models

University of Toronto researchers have built and tested a proof-of-concept AI-driven computer worm that uses a locally hosted open-weight large language... Source: thehackernews.com