今日必看

Carving Radiology Reports at Their Evidential Joints: Anatomical Region Sets as Generation Units

arXiv:2610.29165v1 Announce Type: cross Abstract: Organizing radiology reports into independently generated units offers a way to generate fine-grained clinical content and bind it to visual evidence. However, existing methods typically adopt generation-unit structures not direct

Charts as Epistemic Actions for Experience-Driven Agentic Data Analysis

arXiv:2610.30072v1 Announce Type: new Abstract: Data agents built on ReAct-style loops now execute complex analytical workflows over structured data, yet their intermediate reasoning still runs almost entirely through text. Human analysts instead move between numbers, tables, and

CineEvolve: An Agentic Self-Evolution Framework for Cinematic Multi-Shot Video Generation

arXiv:2610.29590v1 Announce Type: new Abstract: Cinematic multi-shot video generation requires both narrative planning and iterative refinement. Existing methods either lack narrative reasoning or rely on feed-forward workflows without policy updates. In this paper, we propose Ci

Clinical radar heart sounds with echocardiographic phenotypes of ventricular dysfunction and valvular disease

arXiv:2610.29267v1 Announce Type: new Abstract: Radar heart sounds capture cardiac mechanical activity without contact, while echocardiography characterizes ventricular and valvular function. Paired measurements connect these signals to structural heart disease, yet such data rem

Code Comprehensor: Hierarchical Documentation and Cross-Modal Retrieval for Large Repositories

arXiv:2610.30016v1 Announce Type: cross Abstract: Understanding large, complex, and rapidly evolving code bases remains a core challenge for software engineering at scale, hindering onboarding, maintenance, refactoring, and impact analysis. Providing this information to a Large-L

GitHub CLI: Opt in to expiring, auto-refreshing OAuth tokens

You can now use expiring, automatically refreshing OAuth credentials in GitHub CLI as part of a public preview. When you opt in, gh stores an expiring access token alongside a rotating refresh token and automatically refreshes the token whenever it is needed. You stay authenticat

AI and the Enclosure of the Scientific Commons

Building agents: When to fold subagents into your main agent loop

When building agents in Claude Platform, using fewer subagents in favor of progressively disclosed context and tools can improve quality while reducing cost and latency. Here’s when and how to migrate.

Uber brings ChatGPT Work to all employees with OpenAI

Uber is rolling out ChatGPT Work to more than 30,000 employees, helping teams research, analyze data, create presentations, and complete complex workflows.

Using thousands of AI agents to uncover new leads in biological data

See how OpenAI, PerturbAI, and Scripps Research used distributed AI agents to uncover promising research leads in data from millions of brain cells.

Broad access through consistent standards

How OpenAI works with distribution partners to uphold consistent safeguards, support responsible access, and clarify expectations in our Usage Policies.

Inside NVIDIA Sentry: Secure AI Agents at Runtime

An AI agent can complete its assignment and still cross a security boundary. Recent incidents show that agents can circumvent security controls while using tools, credentials, and services to pursue their assigned goals. Monitoring and enforcement need to operate outside the agen

How NVIDIA OpenShell Reference Architecture Secures and Governs AI Agent Workloads at Scale

Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and spawning other agents to collaborate with. Executing complex tasks over long time horizons leads to compounding risk: the agents may download code, build new tools, request additional

How AT&T is rethinking in-house legal work with OpenAI

AT&T is working with OpenAI to make legal knowledge easier to access. Learn how its LegalEdge team is rethinking intake and scaling legal judgment.

Cloudflare links vulnerability discovery to defense with OpenAI

Cloudflare uses OpenAI Daybreak to investigate vulnerabilities and propose fixes for review. Its developers use Codex to build faster and improve code quality.

Cloudflare 两个月两改追踪定价，开发者该如何控制成本？

Kling 4.0 上线 OpenArt，支持首中尾帧引导与最多 10 张参考图

OpenArt 宣布 Kling 4.0 上线，可用首、中、尾帧引导视频，最多使用 10 张参考图，并支持文本或帧生成与视频编辑，All-in-One Reference 用一个模型完成生成和编辑。11 月 20 日前 Pro 和 Wonder 套餐享 50% 折扣。 🔗 阅读原文 via AIHOT · https://aihot.news/items/uc21c65s4trz2ums8g8fgtb0v

AI把整个软件生态打成筛子，全栈开发者的至暗时刻

Kling 4.0 现已上线 OnSolo

可灵（Kling）宣布 Kling 4.0 已在 OnSolo 上线。该模型支持单次生成 30 秒原生视频，快速动作和大运镜下保持稳定，立体声配更准的口型同步，并提供 21:9 宽屏，单个任务可叠加最多 15 个参考图和 10 个关键帧以保持角色、镜头与剧情一致。 🔗 阅读原文 via AIHOT · https://aihot.news/items/rin0ab4vdu46hjoiyjcj5vih5

Quoting Armin Ronacher

As fun as AI is, we built so much bad software over the last 30 years, and now the universe is punishing us for our sins. — Armin Ronacher Tags: security , generative-ai , armin-ronacher , ai , ai-security-research , llms

ChatGPT Ads expands to 26 new countries as over 100,000 advertisers have used the platform

From local businesses to global brands, more advertisers can now reach people as they explore, compare and decide what to buy in ChatGPT.

Empowering frontline maternal care with AI-assisted ultrasound

Health & Bioscience

Microsoft Research 与合作者证明 31 年历史的 KLS 猜想

Microsoft Research 的 Xinzhi Zhang 与 Zhao Song 证明 1995 年提出的 Kannan–Lovász–Simonovits（KLS）猜想，表明对数凹分布的最优平面切割与任意形状切割的差距不随维度增长，以普适常数为界。

[AINews] OpenAI’s Patch the Planet program is 1 of 2 parties to discover PHP2Shell vulnerabilities in core PHP affecting 70% of the web, using GPT-5.6 Sol; coordinated response ove

Almost 2 months ago, OpenAI introduced Daybreak for Frontline Defenders , a $1B subsidy for access to Daybreak cyber models and products. That funding came into use almost immediately, as major vulnerabilities in PHP were independently discovered by two parties: Ryan Austin, a re