All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
arXiv:2610.28698v1 Announce Type: new Abstract: Scaling data, diversity and model capacity has improved embodied learning in physical environments, where diverse experiences remain grounded in shared physical laws. Whether these gains extend to virtual worlds with different…
arXiv:2610.29046v1 Announce Type: new Abstract: Large language models (LLMs) have shown considerable promise in synthesizing formal specifications from source code. However, existing approaches primarily focus on functional contracts and loop invariants, while largely neglecting…
arXiv:2610.29014v1 Announce Type: new Abstract: Coding agents are rapidly advancing from single-file generation to long-horizon repository-scale engineering, yet the evaluation of their capabilities to author interactive extended reality (XR) applications remains an open…
arXiv:2610.28989v1 Announce Type: new Abstract: Customized agent deployments define policies over tools, resources, and execution conditions. Providing these policies in the task agent's prompt does not reliably prevent violations. Training a guard requires examples of tool…
arXiv:2610.28815v1 Announce Type: new Abstract: Agentic harness evolution optimizes an agent's instructions, tools, and control flow by using its task execution experiences as evolving evidence. While more evolution tasks should intuitively improve performance, our preliminary…
arXiv:2610.28909v1 Announce Type: new Abstract: Deep research systems iteratively plan, gather evidence, synthesize, and revise, making end-to-end latency a key bottleneck for interactive use. Almost all production systems are built on autoregressive (AR) language models and…
arXiv:2610.28914v1 Announce Type: new Abstract: Frontier language-model agents excel at complex tasks, but high inference costs make transferring their capabilities to smaller models essential. Traditional knowledge distillation achieves this through parameter updates, requiring…
arXiv:2610.28686v1 Announce Type: new Abstract: Query clarification is essential for retrieval-augmented generation (RAG) systems that face ambiguous user queries. We consider multi-turn grounded conversational scenarios where a user query is either ill-formed or ambiguous in…
🌟 CLM-8B: an open and fast model for selecting agent actions Stanford, in collaboration with NVIDIA, has made the first model of the Contrastive Language Models class publicly available. This is an open analogue of Jev, which was presented on September 15 by the TypeSafe AI startup of a former researcher...
🤖 Anthropic released Claude Duet: a personal agent who writes to you first. Claude already had agents, but they had to be launched and waited. Duet works differently: you throw a task into a messenger-like thread, it does it in the background on your cloud computer and writes when...
✔️ Dream Labs presented a model for controlling unfamiliar robots Four former NVIDIA researchers from the GR00T robotics project team came out of stealth with their startup and opened the public API of the Dream-1 model. The company was led by Joel Jang, who led the GR00T…
Hello everyone. In this episode, the most important and latest news about artificial intelligence and technology. Anthropic co-founder Jack Clark stated that the technological singularity has already arrived, and artificial intelligence has begun to outperform scientists and…
Well, the entire internet is on fire. I mean, not literally, but you should be extremely careful if you're browsing the web, especially for the next couple of days. AI has discovered massive security flaws across some of the biggest programming languages that are used to run the…
OpenAI models will soon be integrated into the Gemini AI agent
Фреймворк адаптивного агентного интеллекта использует Strands Agents для оптимизации AI-агентов.
Исследователи создали систему ScholarEvolve для оптимизации ИИ-агентов без переобучения, улучшив их производительность.
С выходом GPT 5.6 мы увидели огромные улучшения в создании корпоративных рабочих процессов с помощью B7 Go. Ещё несколько месяцев назад модели не могли по-настоящему понять сложные процессы, такие как андеррайтинг страховок или проверка финансовых сделок, но новейшие модели GPT…
Anthropic представила Claude Duet, нового ИИ-агента для бизнеса, доступного в приложении.
AWS Trainium позволяет обучать Qwen3 с использованием torchtitan и Hugging Face.
Anthropic just announced an AI agent competitor to Meta's Muse and OpenAI's Dots: Claude Duet. The new agent, designed for professionals and small business owners, is launching as a "research preview," according to Anthropic, and it's available as a standalone app on iOS and…
OpenAI's GPT-5.6 Sol discovered a critical PHP vulnerability as part of the Patch the Planet initiative that could affect millions of websites. Security firm Wiz independently found the same flaw using Google's Gemini 4 Argon. OpenAI warns that the same AI capabilities that find…
Исследование Google Research демонстрирует, как ИИ может улучшить материнский уход.
A Blog post by NVIDIA on Hugging Face
🦂 Claude разработал белки, которые могут помочь в создании противоядия от укусов скорпионов Исследователи использовали Claude для проектирования белков, способных связываться с опасными токсинами скорпионов и потенциально блокировать их действие. Всего за 64 часа ИИ создал…
This is the kind of security issue that was found and prevented by AI, but is also a high risk because of AI.
So every week I like to make an end of week AI news breakdown video where I share everything that happened in the world of AI for the week. Usually those videos are very focused on some of the bigger labs. They're the ones that get most of the news. OpenAI, Anthropic, Microsoft,…
Google Cloud is the first major cloud provider to offer Gemini, Claude, and OpenAI's GPTs on a single platform. At launch, GPT-6 Astra, GPT-6.1 Sol, and GPT-6 Luna are available as a private preview for enterprise customers. The article Google Cloud now offers OpenAI models…
A Blog post by Dharma-AI on Hugging Face
Deel представила модели Pangaea AI, которые обещают снизить затраты на HR и зарплаты.
Стартап Recursive представил модель Flint, демонстрирующую рекурсивное самоулучшение ИИ.