All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
arXiv:2610.28912v1 Announce Type: new Abstract: This paper charts the evolution of the Prolog textbook Simply Logical -- Intelligent Reasoning by Example from print with runnable programmes on a 3.5-inch diskette published in 1994, via various intermediate online versions, to…
arXiv:2610.28934v1 Announce Type: new Abstract: Coding agents now complete tasks autonomously, modifying real-world state such as artifacts, software environments, and configurations along the way. Yet they show limited backup awareness: recognizing that an action will modify…
arXiv:2610.28945v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly expected to interact with environments and improve their decisions during deployment. However, how anticipating future outcomes and drawing on accumulated interaction experience…
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 again participates in the hh.ru Employer Rating! Last year, thanks to your support, we entered the top 3 IT companies in the country. If what we do resonates with you, vote for Avito this year too ❤️ How to support the company: - Go to hh.ru and log 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…
I built a fully functional internal tool and supplier portal using only AI suggestions. It includes user roles and permissions, as well as real-time automation. When a supplier logs in, they receive a custom interface...
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…
Panelists, I hope you looked into your freezer today, because my question for you is what is your favorite ice cream flavor? Vanilla. It's classic, it's simple, and it's always good. I have to go with chocolate chip. Straightforward and simple. And we're not just talking about…
All right, this is the craziest thing I've seen today. This is the Unite H2X Kung Fu Legend robot, and the footage you're seeing is all in real time. This isn't sped up. This robot is meant for personal defense. Here we can see it beating the crap out of a car from different…