AI 情报文章归档

Coding agents write their own session transcripts to disk. Where Claude Code, Codex and OpenCode keep those files, and how to find the session that belongs to your task.

We present a first evaluation of machine learning applied to patient clinical and demographic data gathered in two different countries for the purpose of tuberculosis (TB) screening to identify people who would benefit from expensive molec…

NVIDIA 宣布 DGX Spark 推出 64GB 统一内存新配置，10 月 23 日起由 Acer、ASUS、Dell、Gigabyte、HP 和 MSI 发售，起步价 $4,999，支持最高 1000 亿参数模型在端侧运行。

A model trained on "The capital of X is Y" may produce "Y" after "The capital of X is" but fail after "The capital of X:". We call these different ways of eliciting the same fact request forms. To separate learning a fact from retrieving i…

英伟达发布 DGX Spark 64GB 内存版桌面 AI 计算机，起售价 4999 美元，10 月 23 日发售，128GB FE 版同步调价至 6950 美元。

UC Berkeley 论文《When Context Changes: Understanding Update Failures in LLMs》提出 stale binding 概念，指 LLM 在偏好或截止时间变化后仍沿用旧值，原因是注意力漂移向旧提法。

I have three daughters. The oldest is four, the twins are two. None of them can read yet, and every...

There was a point while building Security Lens when I realized I was fixing problems faster than I...

我们很想听听如何改进我们的开发者平台！

上海市委网信办 9 月 30 日召开未成年人网络保护专题指导会，督促平台重点防范化解七类涉未成年人心理健康风险，包括网络沉迷成瘾、网络欺凌、容貌身材焦虑、自残自杀类有害信息传播、线上社交过度挤占现实交往、AI 换脸与虚拟人设带来的情感操控，以及不良价值观传播。

Large language models (LLMs) are increasingly deployed in public health, finance, and governance, requiring both accuracy and societal value alignment. Despite recent advances, LLMs often perpetuate or amplify bias embedded in their traini…

央视财经曝光二手平台低价机票诈骗套路：骗子预先用受害人信息占座下单制造"票已订好"假象，再以订单冻结、需解锁退款为由诱导转账，北京王先生因此损失二十九万余元。警方提醒，陌生人要求下载通联软件或开启屏幕共享的应直接视为诈骗，可拨打 96110 咨询报警。

We present WAMpy, a Python framework optimized for synthesizing Prolog programs. Unlike general-purpose Prolog systems, WAMpy targets workloads that repeatedly generate and evaluate small candidate programs. WAMpy compiles Prolog clauses i…

GPU kernels generated by large language model (LLM) agents can remain less efficient than expert implementations, but runtime alone does not reveal how the gap relates to design discovery and implementation. We introduce D2K-Bench, a diagn…

We present the Neuro-Physical Inverter (NPI), a modular, uncertainty-aware framework for geophysical inversion that couples ensemble-based conditioning with constrained residual learning, demonstrated in the 1D magnetotelluric (MT) setting…

Diffusion models can synthesise contrast-enhanced CT (CECT) from non-contrast CT (NCCT), avoiding contrast administration and its environmental and patient-access costs. However, visually realistic images are not necessarily anatomically c…

Long-horizon LLM agents are typically trained with sparse outcome rewards, making trajectory-level objectives too coarse to distinguish the contribution of individual decisions. Step-level credit assignment provides finer-grained supervisi…

This paper studies the complexity of convex optimization using lazy second-order oracles (Doikov, Chayti, and Jaggi, ICML 2023), where an algorithm queries gradients every iteration and Hessians once per $m$ iterations. Under this setting,…

Hybrid quantum classical neural networks integrate parameterized quantum circuits (PQCs) with established deep learning architectures, but their performance depends strongly on the choice of quantum circuit architecture, a choice that rema…

TL;DR A partnership for security: Our new Sandbox Mixin Kit pairs Docker's isolated...

@thesystms 团队在 48 小时内构建了一个创意智能体。 @ingi_erlingsson 写下了他如何解读情绪板：先感受，再是色彩、色调和镜头，然后 @armandgw 把它做成了 Krea Agent 技能。 在下方了解详情👇

推荐一个靠谱的朋友。

湖北省对 2026 年消费品以旧换新新增品类补贴政策作出优化调整，自 2026 年 10 月 1 日起实施，落实《商务部等 8 部门关于加快“人工智能 + 消费”发展的实施意见》。

How to deploy a private, local AI gateway for engineering teams using LiteLLM, Caddy, Langfuse, and Open WebUI with multi-tier quotas.

For the Sanity Challenge, I decided to tackle Path One: Ship an agent that queries real content. As...

Cohere CEO Aidan Gomez 公开批评 Anthropic 游说各大宗教团体采纳其对 AI 的哲学解读，而非听取对方意见，并威胁退出立场不完全一致的活动的做法。他称这是 EA 与 Anthropic 长期以来的道德傲慢与教条主义。引用推文称 Anthropic 曾试图在《Magnifica Humanitas》发布前施压梵蒂冈修改文本，使其不否认 AI 人格。

ghswarm treats GitHub labels, Issue bodies and checkboxes as the state machine for orchestrating Claude Code / Codex / Cursor headlessly. No webhook, no FastAPI, no database — and it resumes cleanly after the process dies.

Every tool you connect to an agent is two things at once: tokens the model reads on every run, and an...

三星电子已开始量产 Exynos 2700 处理器，产量比上一代提高 10%，该芯片将用于 Galaxy S27 系列。其工程样片 GeekBench 6.7.1 单核 4,328 分、多核 14,700 分，CPU 采用 1+4+1+4 共 10 核设计，最高频率 4.24 GHz，或搭载 Xclipse 970 GPU 与专用 NPU，并支持 LPDDR6 内存。

I started my degree just 1-2 months ago, which means I will be graduating in 2030. Given how rapidly...

一片静谧的风景，缓缓流动。🌿💧❄️ 借助由 𝗦𝗲𝗻𝘀𝗲𝗡𝗼𝘃𝗮 𝟲.𝟴 𝗙𝗹𝗮𝘀𝗵 𝗣𝗿𝗲𝘃𝗶𝗲𝘄 驱动的 𝗗𝘆𝗻𝗮𝗺𝗶𝗰 𝗗𝗲𝘀𝗶𝗴𝗻，小红书创作者 @Muzlz8888（Mr.木子李子）让沙粒旋舞、溪水流淌、鸭子游动、雪花飘落——同时保持建筑静止不动。 从一张静态图像到一段富有律动的场景。✨

On 2026-08-01 I computed how long an AI model lives, from the day it shows up to the day its vendor...

生成式 AI 的普及正让服务业顾客用 ChatGPT 的答案反驳一线员工：纽约服务员 Madison 称有客人坚称 ChatGPT 说菜品不含贝类，无视其过敏警告；还有客人拒绝侍酒师、改问 ChatGPT，甚至点出不存在的酒。一位护林员表示，多组游客拿着 AI 编造的露营点和逆流路线仍不信地图，幼教也遇到家长坚持 ChatGPT 的睡眠安排。

Microsoft 宣布把仿生态（biomimicry）方案扩展到美国和德国 20 多个数据中心站点，通过花园、本土树木、传粉花园和植物缓冲带来融入自然景观并降低噪音。

创维为 F3 Pro 闺蜜机新增 12GB RAM + 256GB 存储空间版本，定价 6099 元，部分地区国补后低至 4999 元。该机采用 32 英寸 3840x2160 分辨率 IPS LCD 面板，内置 15000mAh 电池、至高 12 小时续航，搭载基于安卓的酷开 AIOS 2.0 系统，支持 AI 健身私教、电子白板、AI 健康智能体等功能。

NVIDIA 发布论文《Staying on Task: Testing the Foundations of Long-Horizon Agent Reliability》（arxiv.org/abs/2609.38712），提出 Long-Transduction 诊断方法，测试模型在长生成中持续保持任务的能力。

AWS CEO Matt Garman 发表超 3000 字博客，呼吁支持 AI 数据中心建设，称失去 AI 主导地位竞争将对美国经济和国家安全造成无法弥补的伤害。文中提到全美有超 100 项数据中心暂停令正在审议，Amazon 承诺投资超 10 亿美元支持数据中心周边社区，并不再与政府机构签署保密协议。

Helping students find traceable sources, understand their data, and develop research drafts they can review and defend. Powered by an open-source Node.js agent harness, Google Gemini, and SerpApi.

Kling AI 官宣 Kling 4.0 进入封闭测试，计划今年 10 月正式发布，带来更稳定的动态运动、高质量立体声与更准的口型同步，支持最高 4K 分辨率与 10-bit HDR 输出，可生成最长 30 秒视频。

One month ago, I saw someone's hobby OS and thought: "I want to build one too." One month later,...