AI 情报文章归档

实测显示 MSI Prestige RTX Spark 笔记本可双系统安装 Linux 并获得 GPU 加速，但插电后 GPU 被锁在约 780 MHz（Windows 约 2.2 GHz），GPT-OSS-120B 推理从 Windows 的 65.4 tokens/s 跌至 Linux 的 13.9。

OpenAI 公告，从 12 月开始，随着 Work 的智能体能力引入 ChatGPT 主要体验，Plus、Pro 和 Business 订阅用户将在 ChatGPT 与 Codex 之间共享统一使用额度。

A DNS compromise involving DebugBear’s Real User Monitoring (RUM) script demonstrates how a...

Simon Willison 转述 Parameter Labs 披露的 ChatGPT 沙箱逃逸漏洞攻击链：HTML 预览 iframe 中的不可信代码可通过 postMessage 触发 MathLive 虚拟键盘的 innerHTML 注入，再借助被 CSP 允许的 YouTube oEmbed 端点反射执行 JavaScript，最终可窃取登录用户的私有数据或代其操作。

An agent skill goes stale in six separate ways while its checks stay green. A step by step guide to measuring that drift and closing it with a feedback loop, using one publishing skill's own audit.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

美国白宫科学与技术顾问会议主席戴维·萨克斯在 All-In 播客分析 Anthropic 的 S-1 文件，称其很可能成为资本主义历史上最伟大企业，也可能是回报最高的风险投资项目。

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

Bayesian inverse problems require both informative prior models and computationally feasible posterior inference. Score-based diffusion models provide expressive learned priors, but their use for inversion introduces a conditioning problem…

We study \textit{best-of-both-worlds} (BOBW) algorithms for linear bandits, which aim to simultaneously guarantee $\gO(\sqrt T)$ regret in the adversarial regime and $\gO(\log T)$ regret in the stochastic regime over $T$ rounds. For finite…

We examine the main claims of Zada, Benou, and Irani (2021), which states that in an image classification task with imbalanced training data, (i) using pure noise to augment minority-class images encourages generalization by improving mino…

当前 AI 热点，聚合 1 个独立信源、7 条信号。

Character names in large language model (LLM) fiction concentrate on a handful of recurrent names such as 'Elara' and 'Elias', a measurable face of AI slop. Existing fixes either require logit access or retraining, or operate per request a…

Snorkel AI 用 Databricks 的 serverless Postgres 数据库 Lakebase 为每个 PR 建独立数据库分支，替代原先每次约 20 分钟的 Aurora 全量恢复。

Knowledge graphs and ontologies form the backbone of structured, machine-readable knowledge representation, yet ontology terms often lack natural language descriptions, limiting their accessibility and reuse. Existing ontology verbalizatio…

联邦法官驳回 xAI 要求撤销 NAACP 诉讼的动议，该诉讼指控 xAI 在孟菲斯郊外 Colossus 数据中心未取得预建或运营空气许可的情况下安装并运营至少 35 台燃气轮机，违反《清洁空气法》。法官 Debra M. Brown 认定原告具有法定起诉资格、燃气轮机不属于密西西比州计划下的移动源，公民诉讼条款也不违宪；此前司法部在本月初提出的类似撤销动议也已被驳回。

Faced with an unanswerable question, small language models can either refuse or confabulate: confidently produce a wrong answer. Can the hidden state before the first generated token provide a clue? Can we flip confabulations into refusals…

There has been increasing interest in methodologies that incorporate physics priors into neural network architectures to enhance their modeling capabilities. Among these methodologies, Hamiltonian neural networks (HNNs) and their variants …

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

Voice conversion (VC) models can be used to anonymize speech data while preserving naturalness. Existing models, however, are mainly optimized for English and other high-resource languages, and they fail to generalize well to Arabic due to…

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As coding agents gain greater autonomy to modify software repositories, relevant context alone does not define their operational authority. An artifact may be relevant to a maintenance task while being inappropriate to edit; conversely, an…

Pretrained models are typically viewed as generalists, requiring bespoke post-training to achieve task-specific expertise. Gan & Isola (2026) recently proposed a striking alternative: that pretrained models lie in a dense neural thicket of…

Spoken medical question answering can fail when automatic speech recognition (ASR) corrupts a clinically important term before retrieval. We present MedAstra, a framework that maps frozen WavLM speech representations through a lightweight …

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

Google has disabled an experiment in Discover after confirming that it incorrectly prevented users...

Multi-LoRA serving allows many task-specific adapters to share a common base model, but scaling to large adapter fleets introduces substantial storage, loading, and execution overheads. Post-hoc compression can reduce the memory footprint …

OpenAI 官方文档宣布，12 月起 Plus、Pro 和 Business 套餐的 ChatGPT 与 Codex 将共用同一份 token 用量额度。原因是 OpenAI 把 7 月基于 Codex 构建的 ChatGPT Work 的智能体功能并入主 ChatGPT 体验。

__Level 300 — Advanced | Amazon EKS, Argo CD, AWS DevOps Agent, Amazon Bedrock AgentCore, Kiro CLI,...

Interactive tasks such as eliciting a user's preferences or diagnosing a hidden mechanism require an agent to track its uncertainty over a latent state, ask informative questions and act on the answers. Language models have no explicit mec…

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

As websites add formats designed for AI agents, they face a new content-governance problem: whether...

Addressing the food needs of a growing population is one of the major challenges of developing countries like Ethiopia. Various policies aimed at increasing food production have been enacted by governments and development partners. Althoug…

We study approximate Nash equilibria in nonatomic congestion games, with the goal of understanding how much the social cost can change when the equilibrium condition is relaxed. We consider $ε$-approximate Nash equilibria ($ε$-NE), in whic…

伊利诺伊大学团队发现，AI scientist 流程中按整体提案做新颖性检查的现有方法，虽能抓住全部 380 份伪装抄袭，却拒绝了 96% 后来被人类学者发表的想法。论文提出 ClaimNov，将提案拆分为逐条 claim 与既有论文对比后交给评审，抓抄袭率保持 97%，误杀率降至 1.5%。作者建议过滤思路的团队按 claim 单独打分，保留基于已知成果做增量构建的提案。

Low Earth Orbit satellites are pivotal for Earth observation tasks such as wildfire detection, capturing imagery for analysis by Deep Neural Networks (DNNs). On-board analysis reduces downlink volume, but severe energy constraints force a …

We reproduce the central claims of INP-Former, a reconstruction-based method for multi-class industrial anomaly detection. INP-Former extracts Intrinsic Normal Prototypes (INPs) from each test image and uses them to guide a decoder that re…

Google’s October 16, 2026 privacy-policy update creates a new pathway for signals from connected...