AI 情报文章归档

Ethan Mollick 转引

LLM agents optimize a ligand in a protein pocket by editing it step by step and docking each edit. Recent agents first spend extra dockings probing the complex with controlled edits; guidance induced from these probes is reported to help m…

Ecological monitoring, carbon accounting and biodiversity assessment increasingly rely on annual Earth embeddings--learned vectors that compress a year of satellite observation for every ten-meter pixel on Earth, consumed in place of the i…

Supervised pairwise graph representations convert pairwise predictive relations into sample-specific graphs, but graph-level accuracy does not by itself show that higher-order topology carries the signal. In a controlled Transformer error-…

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

OpenBMB 发布开源平台 StaffDeck 1.0.0-preview，用于构建、执行和运营 AI 数字员工，GitHub 地址为 github.com/OpenBMB/StaffDeck。

Continuous diffusion models have emerged as a promising non-autoregressive paradigm for text generation over continuous embedding spaces. Along the continuous trajectory, the residual token identity directly shapes the denoising objective.…

The natural units of structured discrete generation are often not independent single-component edits but richer actions: attaching a fragment to a molecule, inserting a node together with an incident edge, or growing a hierarchy by adding …

The three-dimensional Navier-Stokes equations govern fluid turbulence, a chaotic and non-linear physical phenomenon characterized by complex eddies interacting across vast spatial and temporal scales. A numerically accurate modeling of thi…

Grok Bot 没有独立订阅，需通过 Cursor、SuperGrok 或 X Premium+ 等套餐使用，X Subscription Premium 官方约 $30/月。作者在 GamsGo 看到自营 X Subscription Premium 独享价 $24.49/月，填促销码 TYAPQ 后约 $23.27/月，并建议跑 Bot 选独享而非共享额度。

Symmetric polyconvexity provides a sufficient condition for weak lower semicontinuity in small-strain elasticity and a tractable lower bound for the relaxation of non-(quasi)convex energies. Since classical algorithms for computing such fu…

UC Berkeley 数学教授、菲尔兹奖得主 Richard Borcherds 表示，因学生普遍用 AI 拿高分，批改作业已无意义，现改为按完成度给分。他在 OpenAI 宣布 AI 智能体求解 Navier-Stokes 问题的背景下称，若 AI 按当前速度改进，几年内人类数学家可能无所擅长。

Contextual decision making uses observed covariates to guide decisions under uncertainty. Two natural approaches are predict-then-optimize (PtO), which learns the conditional expected objective, and generate-then-optimize (GtO), which lear…

Hybrid forecasting systems combining machine learning and numerical weather prediction offer a promising route toward improved forecast skill while preserving physical consistency. In this study, we investigate online learning of state-dep…

Adapting pretrained Transformers to downstream tasks produces task-specific updates that are expensive to reproduce for every model variant. Reusing these updates across different depths and widths is challenging because their parameters h…

Large language models and agents have shown significant power in advanced physical research. In this paper, We introduce PHYRD, a living benchmark for theoretical-physics reasoning with 63 Reproduce and 43 Discover problems. Reproduce test…

面壁智能 MiniCPM Spark Program S1 挑战赛收官，来自中国、西班牙、意大利、澳大利亚和美国的开发者共 16 个项目获奖。三个特别奖得主为 Dubedo、ESP32-S3 和 Personal Admin Agent Evaluation，各获 1 年 Typeless 会员。获奖项目覆盖实际应用、部署工具与训练研究，完整名单见其 Discord。

Adapting ASR to a domain with only untranscribed audio typically relies on pseudo-labeling, a strong teacher transcribes the audio and a student is fine-tuned on it. Because supervised fine-tuning (SFT) treats every pseudo-label token as a…

要来参加 ElevenLabs 纽约峰会吗？@CustomersBank 的 CEO、@Nasdaq 的 AI 负责人以及 @interbr 的客户体验负责人也会到场。 Sam Sidhu、Doug Hamilton 和 Daniela Mineiro 将于 11 月 11 日与我们的 CFO Ethan Tandowsky 同台。 申请参加：https://elevenlabs.io/summit/new-york

Modem 上线智能触发器（Smart Triggers），在启动 Modem 智能体前先用 TypeSafe 的决策模型 Jev 按自然语言条件评估每个事件，条件可在 1 秒内完成评估、单次成本 1/100 美分，只有匹配的事件才触发智能体运行。该功能现已向所有用户开放，可通过应用内、Slack、Discord 或 Claude、ChatGPT、Cursor 等 MCP 客户端创建自动化。

中国商务部与科技部 2026 年 10 月 16 日发布第 48 号公告，拟在禁止出口限制出口技术目录中新增 40 项技术，其中 23 项涉及 AI，临时出口登记要求已生效。

Greece has inaugurated DAEDALUS, a new supercomputer in Lavrion near Athens that will serve as the...

Masked latent prediction methods such as I-JEPA aim to learn predictable features, but what determines which information they retain is less clear. We built a simulator in which every factor behind an image is known, so a probe can measure…

LLM agents increasingly rely on external tools exposed via the Model Context Protocol (MCP), yet current benchmarks assume tools respond correctly and on time, leaving agent resilience to realistic tool failures untested. We introduce MCP-…

百度世界2026分论坛将于10月29日在武汉举行，主题涉及Agent上岗。原文仅给出时间地点与议题方向，未披露具体模型、产品版本或功能细节。

华夏银行与百度智能云等共同发起的“人工智能中小企业服务生态计划”在2026金融街论坛年会上发布，双方合作从金融业务智能化延伸至AI产业生态建设。该计划围绕专享融资、专属结算、专享服务一体化设计，其中“华夏词元链贷（百度版）”以Token用量核定授信额度，生态内企业从百度智能云购买Token可享专属折扣。百度自研昆仑芯已应用于华夏银行智能服务系统建设，双方还在数字员工、智能问答等场景推进大模型落地。

We study squared-error estimation when a nuisance parameter is unidentified on a submodel but affects a target that vanishes there. For models with higher-order profile expansions, we give sufficient conditions under which the largest crit…

This paper proposes incorporating channel configuration (CFG) information into Radio Foundation Model (RFM) pre-training and demonstrates that the resulting CFG-enriched embeddings serve as effective inductive priors for downstream tasks u…

n8n 博客发布客座文章，讲解 LLM 智能体为何需要模型之外的记忆层，以及短期与长期记忆的分工。文章对比向量数据库、文件、知识图谱和混合四种存储架构，梳理整合、更新与遗忘等记忆维护机制，并给出在 n8n 中通过共享记忆层和 AI Agent 记忆端口落地的两种用法。

Low Earth Orbit (LEO) satellite mega-constellations such as Starlink require frequent handovers due to high orbital velocities, resulting in substantial Round-Trip Time (RTT) fluctuations. Accurate RTT prediction can mitigate these fluctua…

宇树创始人王兴兴预计，到2028年，人形机器人被要求做某件事时，成功率将达到80%。 他将此归功于OpenAI的GPT-6等近期模型，他表示这些模型让宇树人形机器人能够绘画、在换色之间清洗调色盘，并精准放置围棋棋子。

探索创作者如何借助可灵 4.0 将电影般的构想变为现实，捕捉栩栩如生的细节，以及日常生活中的美、复杂与情感。

The Verge 报道，AI 编码工具让复古游戏的反编译与移植大幅提速，近一个月来 Halo 浏览器版、iPhone 版 Wind Waker 等项目频繁走红。

My product was named in 1 of 50 AI answers. Its biggest competitor was named in 19. These weren't...

Three in four EU employees said they encountered suspicious messages, links or other cyber threats at...

设计平台 Canva 发布首个自研图像生成模型 Canva Craft，称可与 Google、OpenAI、ByteDance 和 Meta 的同类模型竞争。

10月23日，国务院办公厅印发《关于适应人工智能技术发展助力构建就业友好型发展方式的意见》。文件提出减缓人工智能应用就业替代影响，优先在劳动力紧缺、环境高危等岗位推广应用，稳慎把握在劳动密集型行业的应用范围、力度和节奏，并鼓励企业探索建立失业缓冲期制度，提前告知受影响劳动者并提供转型转岗就业支持。

“我认为正在发生一件非常具体的事，那就是许多公司并没有采用 AI，而它们的员工却在用。员工也未必会告诉管理层正在发生什么。” ~Marc Andreessen --- 完整视频见“a16z”YouTube 频道，（链接在评论中）

Anthropic 的 Frontier Red Team 与 Theorem 合作，让 Claude 将 OSS-Fuzz 测试转化为数学问题并生成约 1.8 亿行证明代码，由独立程序 Rocq 自动核验，几乎无需人工审查。

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...