All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
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…
The next frontier for artificial general intelligence is tackling unresolved scientific problems, calling for benchmarks that assess progress beyond established knowledge. We introduce OpenProblemBench, a benchmark of 82 unresolved problems drawn from the mathematics and…
Most human-agent interaction today remains text-based. Natural language can impose cognitive overload, ambiguity, information chaos, and slow input for complex tasks; ephemeral generative UIs can present structured information and guide users toward task completion. We propose…
A verified reference solution provides a correct trajectory for training a reasoning model. Alternatively, a prefix of the reference can guide the model in generating a trajectory of its own. How much reference guidance should we provide? We study this question through prefix…
Game commentary is an open-ended generation task requiring multimodal perception, strategic reasoning, and contextual knowledge. Existing AI-Generated Game Commentary (AI-GGC) studies remain fragmented across games, modalities, and evaluation protocols, while overlap-based or…
Non-suicidal self-injury (NSSI) is prevalent among adolescents with depression, but the rapid brain-state dynamics linking social distress to maladaptive behavior remain unclear. We combine an experimental pain paradigm, electroencephalography (EEG) microstate analysis, and…
Persistent memory can improve personalization in LLM agents but can also induce sycophancy and cross-domain leakage. We distinguish two governance decisions: admission, which determines what recalled information enters the working context, and presentation, which determines how…
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,…
2026年10月16日，星期五 AI能设计新生命形式吗？2025年，斯坦福大学博士生塞缪尔·金使用生成式AI模型为微观病毒提出遗传蓝图，给出了初步答案。这还不是AI生成生命的例子，…
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……
So, it's 3:00 a.m. Your phone goes off. Check out errors are climbing. You open Grafana. Where do you even start with fixing the problem? >> Yeah, this is the engineer's worst nightmare, isn't it? So, first we would have to work out what's affected and what has changed. The…
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…
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……
This week on “Uncanny Valley,” we discuss where Elon Musk’s PAC is spending millions, the latest ideology Trump claims is dangerous, and the backlash against the designer behind Muse’s logo.
SafeWorld said its platform can work in a range of industries with a range of robot embodiments, including robots arms, humanoids, mobile robots, and more. | Source: SafeWorld SafeWorld this week emerged from stealth with $12.2 million in seed funding. The startup aims to make…
With over a thousand emails, slides, texts, and documents from the United States v. Elizabeth Holmes trial, Extend engineer Bo Lau created a website that simulates what it might have been like to rifle through the Theranos founder's desk.
Meta 的 Kaiming Cheng 将在 2026 年北美 PyTorch 会议上发表“KernelAgent：通过多代理编排进行硬件引导的 GPU 内核优化”。该会议将介绍 KernelAgent 如何添加集成 GPU 的硬件引导优化层……
AWS Machine Learning рассказывает, как BlockRun и Incarna используют платежи AgentCore для ИИ-агентов.
据《纽约时报》报道，加利福尼亚州体育委员会向上个月举办人类与机器人比赛的初创公司发出了停止和终止函。这场于9月18日举行的比赛，让人类选手弗兰基·拉彭纳与类人机器人对决……
🎨 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.
Команда NVIDIA KGMON заняла второе место на KDD Cup 2026, разработав надежного аналитического агента.
OpenAI не достигла стандартов в решении математических задач, что вызывает озабоченность.