All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
The article examines AI's impact on employment, predicting significant job losses across various sectors. In response, the concept of a job guarantee is gaining traction as a remedy to mitigate the consequences of mass unemployment. This policy would ensure guaranteed…
OpenAI is closing in on a new funding round of up to $30 billion but has lowered its valuation target to get there. The article OpenAI lowers valuation target, raises up to $30 billion appeared first on The Decoder.
🎵 Spotify wants to become the main music service for AI agents The company is betting on a future in which users will control music not through an application, but using ChatGPT, Claude and other neural networks. According to Spotify co-CEO Gustav Söderström,...
🌟 Sakana AI proposed a recommendation method that searches for a set of different options. QD-Rec is a method for selecting recommendations for decisions where it is important for a person to compare options rather than get one answer. The unit of search here is not the candidate himself, be it a company, a client or a scientific article, but...
Большинство людей используют чаты GPT, знаете, они просто запрашивают подсказки. Генераторы изображений, генераторы видео, не понимая, что это такое и как они на самом деле работают. Но вот правда. Простое изучение основ работы ИИ может значительно улучшить ваши навыки…
Indian workers get paid to record their hands performing various tasks for training artificial intelligence. These video recordings are collected by companies such as Rashdan Technologies and Humyn Labs, which use them to develop physical AI capable of...
A selection of activities: what to work on now ㅤ 🟠OpenTrain - $38–42 per hour for checking AI answers in Russian, remotely and only about 7 hours a week. We are responding to a vacancy; we need Russian, written English and university studies or a diploma. ㅤ 🟠Aha! AI Builder Day - from 17 to 20...
Llama runs AI models right on your Mac. It lives in your menu bar and suggests models that fit your Mac. One click to download, then open a chat, the model loads on its own. Your conversations never leave your computer and it even works offline. And any app that speaks the Open…
My name is David Andre and AI-powered hacking is here because we've just seen the most insane 48 hours in the history of cybersecurity. So, first of all, people are calling this the black October due to how many different vulnerabilities, exploits, and hacks, and also the…
🚀 Elon Musk plans to merge Tesla and SpaceX - the potential value of the companies is $3.5 trillion Musk confirmed that he is considering the possibility of merging his two largest companies. According to him, the merger makes sense thanks to joint projects in the field of AI,...
A study by Mass General Brigham developed the AI model FAHR-Face, which uses facial images to predict biological age and cancer survival. The model shows promising results but raises concerns about racial bias and reliability…
🔐 **Microsoft Purview Explained | Data Security & AI Governance** Discover how Microsoft Purview helps organizations protect sensitive data, manage compliance, apply data loss prevention, and govern data responsibly in the age of AI. Learn how Microsoft Purview supports secure…
ANTHROPIC: Starting next week, Claude will start using Auto Mode by default to manage permissions on Pro, Max and Team plans. In this mode, Claude will not ask users for confirmation of each action, but will instead rely on its own...
3Blue1Brown style math animations are created using Manim. They look really impressive, but rendering even one video takes quite a long time. ManimGX retains the familiar Python syntax of Manim Community, but uses Rust and GPU to...
The Apple Watch Ultra 4 offers improved battery life and updated sensors, making it Apple's best smartwatch yet. However, it lacks significant new features, as many anticipated updates are still pending. The watch retains the same design as its…
LTX 2.5—одна из самых скачиваемых моделей с открытыми весами, обеспечивающая улучшенное визуальное качество, нативные многокадровые сцены, синхронизированную речь и звук, а также возможность самостоятельной загрузки и запуска модели. Огромное спасибо LTX за спонсорство…
🧠 Chinese mathematician prepares 1,000 problems to challenge artificial intelligence. 61-year-old Nanjing University professor Sun Zhivei compiled a collection of 1,000 unsolved mathematical conjectures spanning over 400 pages. The scholar is confident that AI will not be able to solve…
MIT explains how early ideas about randomness in AI influence its development.
arXiv:2610.30277v1 Announce Type: new Abstract: While artificial intelligence has made rapid progress in mathematical reasoning, many open problems depend on structure that is revealed only through large-scale computational exploration and analytical synthesis. One such example…
arXiv:2610.30351v1 Announce Type: new Abstract: Large language models often apply complex reasoning indiscriminately, leading to overthinking on simple tasks and underthinking on harder ones. We present Route-and-Generate (Rouge), a hierarchical training framework that enables…
arXiv:2610.30499v1 Announce Type: new Abstract: A generally intelligent system acquires new skills efficiently without requiring humans to redesign its software scaffold for every new task. Yet language models rarely act alone. A harness is a symbolic program that orchestrates…
arXiv:2610.30495v1 Announce Type: new Abstract: AI agents now run experiments and report findings, so research produces claims faster than researchers can check them. Each empirical claim implies a property that must hold over its cases, but it states that property only in…
arXiv:2610.30573v1 Announce Type: new Abstract: Unlike conventional GUI agents, personalized GUI agents require user preferences to guide sequential execution over changing GUI states. This raises two challenges: determining HOW each preference should alter execution strategy…
arXiv:2610.30151v1 Announce Type: new Abstract: Every interaction between AI agents begins with a handshake: the initiating agent must locate its counterpart, learn what it can do, and establish a session before the first useful message can be sent. Surveys of agent…
arXiv:2610.30429v1 Announce Type: new Abstract: Large language model (LLM) based multi-agent systems often rely on predefined collaboration structures, limiting their adaptability to evolving task requirements. Although recent approaches enable dynamic orchestration,…
arXiv:2610.30445v1 Announce Type: new Abstract: AI agents capable of autonomous decision-making introduce significant challenges related to safety, alignment, accountability, and human oversight. Existing Human-in-the-Loop (HITL) and responsible AI approaches provide important…
arXiv:2610.30557v1 Announce Type: new Abstract: LLM agents that act on live Web data must combine heterogeneous evidence, remember what they have done and improve from outcomes without weakening their own safeguards. We study this problem in autonomous investing, where every…
arXiv:2610.30491v1 Announce Type: new Abstract: LLM agents are often evaluated by reducing execution traces to labels such as final-answer correctness, tool verification, and fault propagation. These labels are measurements produced by parsers, behavioral detectors, and harness…
arXiv:2610.30611v1 Announce Type: new Abstract: Scaling large language models has substantially improved linguistic fluency, yet reliable autonomous agents require more than fluent generation. In multi-turn inference, current agentic systems often produce semantically plausible…
arXiv:2610.30631v1 Announce Type: new Abstract: Medical knowledge evolves as clinical guidelines revise recommendations, yet whether large language models (LLMs) faithfully incorporate such changes remains unclear. We introduce ChronoEvo, comprising 1,709 recommendation-level…