All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
arXiv:2610.28855v1 Announce Type: new Abstract: Progress on foundation model pretraining is gated by who can afford a trial, and relational pretraining is no exception. Recipes are developed inside individual labs, reported under private protocols, and do not accumulate.…
arXiv:2610.28875v1 Announce Type: new Abstract: Large language models increasingly take part in extended conversations where they can both shape and be shaped by another party's views, yet most persuasion research measures only one side of that exchange. We introduce a…
arXiv:2610.29036v1 Announce Type: new Abstract: Explaining a time-series model requires both locating the evidence and extracting meaningful knowledge from it. Yet a single timestep is not a semantic unit: the meaningful patterns live across many samples, not in any one of them.…
arXiv:2610.29057v1 Announce Type: new Abstract: Users increasingly rely on large language models (LLMs) to analyse collections of independent inputs, such as product reviews or social media posts, and return a single aggregated answer. This setting requires multi-instance…
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:2610.28982v1 Announce Type: new Abstract: While large language models are increasingly deployed as tool-calling agents, their safety evaluations still focus primarily on their ability to refuse harmful requests in text. We investigate whether the refusal behavior in text…
arXiv:2610.28891v1 Announce Type: new Abstract: Many social evaluations for multiagent systems study behaviors as they emerge from environments instead of systematically intervening in the environment to elicit such behaviors. We introduce Fig (Finding Interactions in Games), an…
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:2610.29023v1 Announce Type: new Abstract: Large language model (LLM) agents are often improved by iterating until a fixed verifier is done. Once that verifier saturates, the loop has nothing left to climb. We instead score agents against the current population, and a…
arXiv:2610.29010v1 Announce Type: new Abstract: Radiation treatment planning requires balancing competing objectives to satisfy clinical criteria while accommodating physicians' preferences. This study aims to develop an evidence-driven, multi-agent compound AI system that…
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:2610.28987v1 Announce Type: new Abstract: Persistent memory is a largely undefended surface for injection and poisoning, and the same risk limits memory sharing among agents. We present PerMIT, a memory architecture with provable integrity guarantees under an explicit…
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:2610.28836v1 Announce Type: new Abstract: This study proposes a sketch-to-simulation system to solve handwritten circuit diagrams. The system converts raw images into a Simulation Program with Integrated Circuit Emphasis (SPICE)-compatible netlist and automatically…
Стартап казахстанца достиг $1 млн ARR за 10 месяцев. Call2Action.ai использует ИИ для найма сотрудников в США и нацеливается на $10 млн.
Интересно, а когда роботы от Unitree сдадут экзамены на дан по карате? Когда их маркетологи возьмутся за этот курс продвижения?:) Сегодня Unitree выпустили этот ролик с новым роботом - телохранителем и меня (Ани Асланян, основатель @blockchainrf) впечатлила демонстрация базовых…
😎 Avito 再次参与 hh.ru 雇主评级！去年，在大家的支持下，我们进入了全国IT企业前三名。如果我们所做的引起您的共鸣，今年也投票给 Avito ❤️ 如何支持公司： - 前往 hh.ru 并登录...
🌟 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……
我仅使用人工智能建议构建了功能齐全的内部工具和供应商门户。它包括用户角色和权限，以及实时自动化。当供应商登录时，他们会收到一个自定义界面...
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…
ИИ только что «сломал » интернет. За последние несколько дней модель ИИ помогла обнаружить две скрытые уязвимости в программном обеспечении, на котором работают около 70%всех сайтов в мире. Реакция на это была беспрецедентной . ФБР выпустило критическое предупреждение. АНБ…
В этом видео вы узнаете, как добавить поиск в приложения, создав поисковик по Википедии на PostgreSQL, PG Text Search и Tiger Data. Посмотрите, что произойдет, если я буду искать животных, которые светятся в темноте. Это описывает идею, но в нужной статье могут быть использованы…
小组成员，我希望您今天检查一下您的冰箱，因为我的问题是您最喜欢的冰淇淋口味是什么？香草。它很经典，很简单，而且总是很好。我必须选择巧克力片。简单明了。我们不只是在谈论……
好吧，这是我今天见过的最疯狂的事情。这是 Unite H2X Kung Fu Legend 机器人，您看到的镜头都是实时的。这还没有加速啊该机器人用于个人防御。在这里我们可以看到它击败了来自不同国家的汽车……
在欧洲和其他国家，一些政府网站以及学校和医院的服务暂时关闭。据路透社报道，原因是 PHP 中存在严重漏洞，而 PHP 是互联网上大部分网站运行所用的编程语言。运营商正在关闭站点...