All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
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…
Heuristic search for a plan can store exponentially many states, even when its heuristic is almost perfect. We instead learn search control, one specification per domain, written as an indexical policy: a generalized policy with registers that hold objects and modes that…
Safety-aligned language models often refuse a harmful request stated directly but answer the same request inside a role-play or narrative wrapper. We measure this vulnerability across languages and registers: attack success on Qwen3-1.7B is already 89.4% in English and 93.0% in…
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,…
Computer-use agents are capable of completing complex tasks, increasing the use of automatic judges to determine success, either for training or for evaluation without human involvement. Despite their flexibility, their reliability on long tasks spanning multiple applications…
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…
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…
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,…
Powerful misaligned AI models might recognize alignment evaluations and strategically behave well on them, rendering direct audits uninformative. However, distilling such a model into a weaker benign student places the teacher in a Distillation Double Bind: if misalignment…
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…
Anthropic 推出名为 OSS Scanner 的新服务，帮助开源项目发现安全漏洞。公司表示，选择加入的开源项目将获得「由我们最强模型进行的彻底、定期安全扫描，完全免费」。这意味着开源……
随着人工智能能力的不断扩展，大学现在面临复杂、紧迫的问题，关于如何应对日益增加的挑战以及新机遇。目前对此给予了高度关注，包括麻省理工学院关于 AI 与教育的报告……
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…
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…