All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
Voice agents in production must handle several requests, background speech, and customers who lose patience. We introduce VAmoS Energy, a benchmark that combines these challenges in 100 calls about utility billing and payment assistance. Each caller makes two to four requests.…
Large language models are frequently proposed as a route to AI-powered services for African communities, but they are least reliable exactly where the need is greatest: all African languages remain low-resource by any standard measure, and models trained on scraped, standardised…
Language agents must revise planned actions when evidence changes, permission is revoked, or a stop instruction arrives. A useful response is selective: suspend affected actions, preserve unaffected work, and resume only after sufficient repair. We introduce NAQD-Env, a…
We present AREX-2, an effort to advance the self-improving capability of LLM agents, which we define as the ability to iteratively refine a solution at test time. This ability rests on two complementary capabilities: reflection, which produces a solution better than the current…
When a student is stuck, a tutor faces the assistance dilemma: help given too early can hinder productive struggle, while help withheld too long leaves the student in a frustrating, persistent impasse (i.e., wheel spinning). Generative AI tutors increasingly use guardrails…
This paper examines human-AI interactions (HAIIs) in clinical trials and presents a multidimensional categorisation framework that classifies interactions according to AI tasks, human-AI relationships, interaction configurations and interacting human groups. We define HAII,…
Frontier LLMs are increasingly used to automate scientific research through iterative search. We distinguish idea-driven search from solution-driven search and identify three core challenges: organizing evolving research ideas, selecting promising directions, and maintaining…
Supervised fine-tuning of discrete diffusion language models masks some response tokens and trains the model to recover their original values from the visible context. The masking pattern therefore determines both the context available to the model and the tokens it learns to…
Large language models (LLMs) can influence people's beliefs, yet little is known about whether and how they can manipulate each other. To investigate this, we simulate conversations between two agents: a target LLM that role-plays a human persona based on demographic and…
Large language models (LLMs) are frequently updated for various use cases, where filtering out misaligned training samples is a common practice for preventing post-update misalignment. However, alignment is inherently context-dependent: a recommendation that is aligned in one…
Clinical large language model (LLM) agents deployed locally can consult more capable remote models, but doing so risks exposing patient information. Privacy-conscious delegation places disclosure decisions with a local agent, yet removing explicit identifiers is insufficient:…
Gemini снова здесь: ночью вышел Gemini 4 Argon 🥳 Он впервые занял первое место в Vals Index - рейтинге, который оценивает модели на реальных профессиональных задачах, — с результатом 68,9%. По количеству выполненных юридических задач он в 7 раз превосходит Claude Sonnet 5.5.…
Разработчик ChatGPT намерен привлечь 30 млрд долларов перед перенесенным на 2027 год IPO
Дональд Трамп предложил создать спецкомитет по надзору за суперинтеллектом
Искусственный интеллект расширяет возможности здравоохранения и научных открытий.
Google анонсировала модель Gemini 4 Argon, которая обходит OpenAI и Anthropic.
OpenAI представила новых агентов Dots для автоматизации задач на DevDay.
Трамп и крупнейшие компании ИИ подписали соглашение по безопасности, но без значительных изменений.
Google today revealed its next AI frontier model, which it's calling Gemini 4 Argon. The new model delivers "frontier performance in complex workflows across real-world software engineering, enterprise knowledge work like legal and finance, and cybersecurity defense," according…
OpenAI представила новый Decisions API для автоматизации программного обеспечения.
OpenAI и Meta анонсируют новые устройства с AI агентами, надеясь на успех.
OpenAI's Dots and Meta's Muse are vying to be your AI agent of choice. I've tried both—and I suspect you will too.
OpenAI's "Decisions API" is a Jev clone that confirms the importance of fast, cheap intelligence.
Google: как измерить сознание ИИ, не зная, что такое сознание Исследователи Google DeepMind с коллегами представили свежую работу «От какофонии к иерархии». Авторы отмечают, что проблема не в том, что теорий о сознании мало (их как раз много), а в том, что они говорят на разных…
Sam Altman onstage at OpenAI’s DevDay 2026. | Photo: Hayden Field / The Verge While AI has made plenty of inroads on people's phones and computers, it's largely failed in dedicated devices. But over the next year, two major AI companies, Meta and OpenAI, will attempt to change…
🤝 Трамп предложил крупнейшим ИИ-компаниям регулировать себя самостоятельно — они согласились На встрече в Белом доме руководители OpenAI, Anthropic, Google, Meta*, Nvidia и SpaceXAI подписали «морально обязывающее» соглашение по безопасности ИИ. Оно предусматривает проверку…
Chat GPT DOS is a new, previously unseen experience communicating with artificial intelligence, which is as close as possible to what we imagine from sci-fi of various genres and formats. Essentially, it's Open Clow, a 24/7 GPT chat, and an agent with its own computer and…
😈 xAI Илона Маска могла заранее выкупить dot.com, чтобы потроллить OpenAI перед запуском Dots OpenAI представила персональных ИИ-агентов Dots 29 сентября, после чего пользователи заметили забавное совпадение: если зайти на dot.com, сайт перенаправляет прямо на Grok от xAI.…
AWS Machine Learning описывает, как создать многопользовательскую музыкальную систему на Amazon Bedrock.
Hello everyone. In this episode, the most important and latest news about artificial intelligence and technology. OpenAI has teased its new AI assistant, Operator, which will be able to work even after you close ChatGPT. Microsoft has already shown its own always-on AI agents.…