Все опубликованные аналитические материалы, исследования суверенного стека, новости экосистемы и обзоры моделей ИИ.
We study whether small LLM agents can operate effectively under explicit wall-clock time budgets by both respecting the allocated runtime and using available time productively. We evaluate Qwen3.6-27B on five competitions from MLE-Bench Lite and Qwen3-4B on Zork I (Jericho), two…
The rapid growth of scientific publishing has strained peer review, particularly in machine learning, raising concerns about declining review quality and increasing reviewer workload. Large language models (LLMs) have been proposed as automated review assistants, yet their…
Knowledge Graph (KG) quality depends not only on downstream graph validation, but also on the quality of tabular metadata used before integration. In metadata-only Semantic Table Interpretation (STI), where cell values are unavailable, noisy, or unsuitable, column headers become…
At the start of every session, LLM agents load a fixed context file, such as $\texttt{AGENTS.md}$. Each loaded token in the file is charged again in every later round of the session, and these files can degrade performance as they grow in size. However, in practice, human or…
Long-term Time Series Forecasting (LTSF) tasks, which leverage the current data sequence as input to predict the future sequence, have become increasingly crucial in real-world applications such as weather forecasting and planning of electricity consumption. However,…
Human communities are governed by normative systems: shared standards that produce \textit{norms} dictating acceptable behavior, enforced through community sanctioning. Aligning increasingly autonomous AI systems with these norms is a central alignment challenge, complicated by…
Behavior cloning (BC) in non-Markovian environments is a challenging problem because policies have to reason over contextual information over long horizons. Existing policy architectures rely on recurrent or attention-based mechanisms to capture long-term dependencies. However,…
Aerial vision-and-language navigation (VLN) agents are typically trained on detail-rich, trajectory-aligned commands, whereas users issue short, intent-driven instructions; on a frozen OpenFly navigator, this \emph{instruction gap} drops success rate (SR) from $31.03\%$ to…
Reinforcement learning environments are now a primary lever for improving large language model (LLM) capabilities in post-training, yet most agentic benchmarks remain static: the world moves only when the agent acts, the reward is a terminal verdict, and the pass bar is set…
Anthropic предлагает бесплатные сканеры безопасности для проектов с открытым кодом, используя мощные модели для выявления уязвимостей.
Anthropic предлагает новый сервис OSS Scanner, чтобы помочь открытым проектам находить уязвимости безопасности. Компания заявляет, что открытые проекты, согласящиеся на участие, получат «тщательные, периодические сканирования безопасности нашими сильнейшими моделями бесплатно». Это может означать, что открытые…
With artificial intelligence capabilities continuing to expand, universities now face complex, urgent questions about how to navigate increasing challenges, as well as new opportunities. Much attention is now directed toward this, including an MIT report on AI and education…
Поскольку возможности искусственного интеллекта продолжают расширяться, университеты сталкиваются со сложными, срочными вопросами о том, как справляться с растущими вызовами и новыми возможностями. Внимание к этому вопросу сейчас велико, в том числе отчёт MIT об ИИ и образовании…
Уволенные исследователи безопасности OpenAI опровергли обвинения и предупредили о последствиях.
AWS Machine Learning рассказывает, как BlockRun и Incarna используют платежи AgentCore для ИИ-агентов.
🎨 ChatGPT стал гораздо более визуальным — OpenAI представила Intelligent UI Теперь ChatGPT может отвечать не только текстом, но и сам собирать интерактивный интерфейс под задачу: добавлять графики, кнопки, формы, диаграммы и инструменты, которыми можно пользоваться прямо в…
Three fired OpenAI safety researchers dispute allegations of mishandling sensitive information, warning in an open letter that their dismissals are creating a chilling effect on the company’s AI safety culture.
OpenAI не достигла стандартов в решении математических задач, что вызывает озабоченность.
Anthropic launched two new beta features for Claude. Dashboards turns data sources like BigQuery and Snowflake into live dashboards from text prompts. Motion generates animated explainer videos from text and images. Docs, Slides, and Design now work across all plans, including…
Anthropic's updated usage policy bans sustained abuse of Claude and tightens restrictions on propaganda, drone weaponization, and surveillance. The abuse rule builds on an approach that already lets models end some conversations and treats Claude as an entity that may deserve…
Ben Affleck is going viral for his deep knowledge of AI, from neural networks and transformers to open weights. The actor, who sold his AI filmmaking startup to Netflix earlier this year, is proving he's more than just a Hollywood star.
The Association for Human Mathematics is calling for an OpenAI boycott after the company released more than 700 AI-generated math manuscripts at once. OpenAI had to retract three papers the next day over a sign error. Fields Medalist Terence Tao warns that AI's mass "harvesting"…
Anthropic's updated usage policy explicitly prohibits users from repeatedly abusing Claude in extreme cases, though ordinary frustration and criticism are still allowed. The new rules also address election interference, deceptive campaigns, weapons software, and surveillance.
Anthropic обновляет политику использования, запрещая жестокое обращение с Claude.
OpenAI's flood of proofs deviated from the guidelines set by a group of mathematical researchers consulted by the frontier lab.
USA Today Co., along with the several local newspapers it owns, is suing OpenAI over claims that the company copied "hundreds of thousands" of articles to train its AI models, as reported earlier by Reuters. In a filing on Thursday, the publisher asks for damages of more than…
Goodfire представила недорогие мониторы для контроля действий ИИ-агентов.
Anthropic is making changes to its usage policy for the first time in over a year to reflect new and high-risk cases of misuse - including election interference, weapons development, surveillance, and health and financial uses. But one of the most significant changes prohibits…
Всем привет. В этом выпуске самые главные свежие новости об искусственном интеллекте и технологиях. OpenAI опубликовала 722 математические работы, созданные ИИ. Почему математическое сообщество обвиняет OpenAI в нечестной игре? Сооснователь XAI предсказал конец традиционной…
Компания OpenAI представила Intelligent UI для ChatGPT — новый режим работы GPT-6, который превращает привычного текстового ассистента в динамическую интерактивную среду. Главная особенность технологии заключается в том, что нейросеть больше не ограничивается обычным текстом или…