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：用于选择代理动作的开放且快速的模型 斯坦福大学与 NVIDIA 合作，公开了对比语言模型课程的第一个模型。这是 Jev 的开放模拟，由前研究员的 TypeSafe AI 初创公司于 9 月 15 日提出......
🤖 Anthropic 发布了 Claude Duet：第一个给你写信的私人经纪人。克劳德已经有了特工，但他们必须启动并等待。 Duet 的工作方式有所不同：您将一个任务放入类似信使的线程中，它在云计算机的后台执行，并在...时写入。
✔️ Dream Labs 提出了一个控制陌生机器人的模型 来自 GR00T 机器人项目团队的四位前 NVIDIA 研究人员通过他们的初创公司走出了隐身状态，并开放了 Dream-1 模型的公共 API。该公司由 Joel Jang 领导，他领导了 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…
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 刚刚宣布推出 AI 智能体 Claude Duet，以竞争 Meta 的 Muse 和 OpenAI 的 Dots。据 Anthropic 称，这款面向专业人士和小企业主的新智能体将以「研究预览版」形式发布，并作为独立应用在 iOS 上提供……
OpenAI 的 GPT-5.6 Sol 作为“Patch the Planet”计划的一部分，发现了一个可能影响数百万网站的关键 PHP 漏洞。安全公司 Wiz 独立利用 Google 的 Gemini 4 Argon 发现了同一漏洞。OpenAI 警告，同样的 AI 能力……
Исследование Google Research демонстрирует, как ИИ может улучшить материнский уход.
🦂 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…
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 成为首家在单一平台上提供 Gemini、Claude 和 OpenAI GPT 模型的主要云服务商。发布时，GPT-6 Astra、GPT-6.1 Sol 和 GPT-6 Luna 以私有预览版面向企业客户提供。文章《Google Cloud 现提供 OpenAI 模型……》
Deel представила модели Pangaea AI, которые обещают снизить затраты на HR и зарплаты.
Стартап Recursive представил модель Flint, демонстрирующую рекурсивное самоулучшение ИИ.