今日摘要

OpenAI Blog:Learn how Codex helps you go beyond chat by automating tasks, connecting tools, and producing real outputs like docs and dashboard…

OpenAI Blog:Learn how to get started with Codex by setting up projects, creating threads, and completing your first tasks with step-by-step gu…

OpenAI Blog:Explore the GPT-5.5 Bio Bug Bounty: a red-teaming challenge to find universal jailbreaks for bio safety risks, with rewards up to…

X Andrej Karpathy:Imagine every pixel on your screen, streamed live directly from a model. No HTML, no layout engine, no code. Just exactly what you…

OpenAI Blog:OpenAI makes ChatGPT for Clinicians free for verified U.S. physicians, nurse practitioners, and pharmacists, supporting clinical c…

总结 + 观点:Workspace agents in ChatGPT are Codex-powered ag…|中文观点:对 Introducing workspace agents in ChatGPT,更该看…

总结 + 观点:Learn how to build, use, and scale workspace age…|中文观点:对 Workspace agents,更该看它能不能改善多步骤协作、记忆管理和稳定交付,而…

总结 + 观点:A deep dive into the Codex agent loop, showing h…|中文观点:对 Speeding up agentic workflows with WebSocke…

总结 + 观点:OpenAI Privacy Filter is an open-weight model fo…|中文观点:Introducing OpenAI Privacy Filter 更值得从实际采用价值来…

总结 + 观点:ChatGPT Images 2.0 introduces a state-of-the-art…|中文观点:比起表面参数,Introducing ChatGPT Images 2.0 更需要观察它是…

What is Codex?

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:Learn how Codex helps you go beyond chat by automating tasks, connecting tools, and producing real outputs like docs and dashboards.

链接:https://openai.com/academy/what-is-codex

观点:What is Codex? 的核心不在新鲜感,而在它是否能提升工程效率、部署稳定性或开发者工作流。

How to get started with Codex

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:Learn how to get started with Codex by setting up projects, creating threads, and completing your first tasks with step-by-step guidance.

链接:https://openai.com/academy/codex-how-to-start

观点:How to get started with Codex 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

GPT-5.5 Bio Bug Bounty

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:Explore the GPT-5.5 Bio Bug Bounty: a red-teaming challenge to find universal jailbreaks for bio safety risks, with rewards up to $25,000.

链接:https://openai.com/index/gpt-5-5-bio-bug-bounty

观点:GPT-5.5 Bio Bug Bounty 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

RT by @karpathy: Imagine every pixel on your screen, streamed live directly from a model. No HTML, no layout engine, no code.

来源:X Andrej Karpathy

标签:#x_profiles #extended

作者:

原文:Imagine every pixel on your screen, streamed live directly from a model. No HTML, no layout engine, no code. Just exactly what you want to see. @eddiejiao_obj @drewocarr and I built a prototype to see how this could actually work, and set out to make it real. We're calling it Flipbook. (1/5) Video

链接:https://twitter.com/zan2434/status/2046982383430496444

观点:RT by @karpathy: Imagine every pixel on your screen, streame... 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

Making ChatGPT better for clinicians

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:OpenAI makes ChatGPT for Clinicians free for verified U.S. physicians, nurse practitioners, and pharmacists, supporting clinical care, documentation, and research.

链接:https://openai.com/index/making-chatgpt-better-for-clinicians

观点:Making ChatGPT better for clinicians 的核心不在新鲜感,而在它是否能提升工程效率、部署稳定性或开发者工作流。

Introducing workspace agents in ChatGPT

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:Workspace agents in ChatGPT are Codex-powered agents that automate complex workflows, run in the cloud, and help teams scale work across tools securely.

链接:https://openai.com/index/introducing-workspace-agents-in-chatgpt

观点:对 Introducing workspace agents in ChatGPT,更该看它能不能改善多步骤协作、记忆管理和稳定交付,而不是只看 demo 效果。

Workspace agents

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:Learn how to build, use, and scale workspace agents in ChatGPT to automate repeatable workflows, connect tools, and streamline team operations.

链接:https://openai.com/academy/workspace-agents

观点:对 Workspace agents,更该看它能不能改善多步骤协作、记忆管理和稳定交付,而不是只看 demo 效果。

Speeding up agentic workflows with WebSockets in the Responses API

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:A deep dive into the Codex agent loop, showing how WebSockets and connection-scoped caching reduced API overhead and improved model latency.

链接:https://openai.com/index/speeding-up-agentic-workflows-with-websockets

观点:对 Speeding up agentic workflows with WebSockets in the Respons...,更该看它能不能改善多步骤协作、记忆管理和稳定交付,而不是只看 demo 效果。

Introducing OpenAI Privacy Filter

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:OpenAI Privacy Filter is an open-weight model for detecting and redacting personally identifiable information (PII) in text with state-of-the-art accuracy

链接:https://openai.com/index/introducing-openai-privacy-filter

观点:Introducing OpenAI Privacy Filter 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

Introducing ChatGPT Images 2.0

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:ChatGPT Images 2.0 introduces a state-of-the-art image generation model with improved text rendering, multilingual support, and advanced visual reasoning.

链接:https://openai.com/index/introducing-chatgpt-images-2-0

观点:比起表面参数,Introducing ChatGPT Images 2.0 更需要观察它是否在推理质量、检索效果或可用性上带来真实改进。

Scaling Codex to enterprises worldwide

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:OpenAI launches Codex Labs, partners with with Accenture, PwC, Infosys, and others to help enterprises deploy and scale Codex across the software development lifecycle, and hits 4M Codex WAU.

链接:https://openai.com/index/scaling-codex-to-enterprises-worldwide

观点:更值得关注的是 Scaling Codex to enterprises worldwide 是否真正改变产品落地、工程效率、分发格局或平台控制力,而不只是制造声量。

OpenAI helps Hyatt advance AI among colleagues

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:Hyatt deploys ChatGPT Enterprise across its global workforce, using GPT-5.4 and Codex to improve productivity, operations, and guest experiences.

链接:https://openai.com/index/hyatt-advances-ai-with-chatgpt-enterprise

观点:围绕 OpenAI helps Hyatt advance AI among colleagues,真正重要的是它会不会影响团队的模型选型、性能边界和产品体验。

Codex for (almost) everything

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:The updated Codex app for macOS and Windows adds computer use, in-app browsing, image generation, memory, and plugins to accelerate developer workflows.

链接:https://openai.com/index/codex-for-almost-everything

观点:对 Codex for (almost) everything,更该看它能不能改善多步骤协作、记忆管理和稳定交付,而不是只看 demo 效果。

Introducing GPT-Rosalind for life sciences research

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:OpenAI introduces GPT-Rosalind, a frontier reasoning model built to accelerate drug discovery, genomics analysis, protein reasoning, and scientific research workflows.

链接:https://openai.com/index/introducing-gpt-rosalind

观点:对 Introducing GPT-Rosalind for life sciences research,更该看它能不能改善多步骤协作、记忆管理和稳定交付,而不是只看 demo 效果。

Accelerating the cyber defense ecosystem that protects us all

来源:OpenAI Blog

标签:#ai_engineering_blogs #core

作者:

原文:Leading security firms and enterprises join OpenAI’s Trusted Access for Cyber, using GPT-5.4-Cyber and $10M in API grants to strengthen global cyber defense.

链接:https://openai.com/index/accelerating-cyber-defense-ecosystem

观点:从 Accelerating the cyber defense ecosystem that protects us al... 看,后续更应关注安全事故是否改变企业采购、接入和上线前的合规门槛。

Mercedes-Benz commits to bringing back physical buttons

来源:Hacker News Frontpage

标签:#research_community #core

作者:

原文:Article URL: https://www.drive.com.au/news/mercedes-benz-commits-to-bringing-back-phycial-buttons/ Comments URL: https://news.ycombinator.com/item?id=47997418 Points: 277 Comments: 152

链接:https://www.drive.com.au/news/mercedes-benz-commits-to-bringing-back-phycial-buttons/

观点:Mercedes-Benz commits to bringing back physical buttons 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

The Hiddn Financial Bubble in AI Infrastructure [pdf]

来源:Hacker News Frontpage

标签:#research_community #core

作者:

原文:Article URL: https://financial-ai-bubble.pagey.site/The-Hidden-Financial-Bubble-in-AI-Infrastructure.pdf Comments URL: https://news.ycombinator.com/item?id=47997403 Points: 5 Comments: 3

链接:https://financial-ai-bubble.pagey.site/The-Hidden-Financial-Bubble-in-AI-Infrastructure.pdf

观点:The Hiddn Financial Bubble in AI Infrastructure [pdf] 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

Utah to hold websites liable for users who mask their location with VPNs

来源:Hacker News Frontpage

标签:#research_community #core

作者:

原文:Article URL: https://www.tomshardware.com/software/vpn/utah-becomes-first-us-state-to-target-vpn-use-with-age-verification-law Comments URL: https://news.ycombinator.com/item?id=47997358 Points: 179 Comments: 169

链接:https://www.tomshardware.com/software/vpn/utah-becomes-first-us-state-to-target-vpn-use-with-age-verification-law

观点:Utah to hold websites liable for users who mask their locati... 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

Breaking Up with WordPress After Two Decades

来源:Hacker News Frontpage

标签:#research_community #core

作者:

原文:Article URL: https://yusufaytas.com/breaking-up-with-wordpress-after-two-decades Comments URL: https://news.ycombinator.com/item?id=47997339 Points: 45 Comments: 19

链接:https://yusufaytas.com/breaking-up-with-wordpress-after-two-decades

观点:Breaking Up with WordPress After Two Decades 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。

Porsche will contest Laguna Seca in historic colors of the Apple Computer livery

来源:Hacker News Frontpage

标签:#research_community #core

作者:

原文:Article URL: https://newsroom.porsche.com/en_US/2026/motorsport/porsche-will-contest-laguna-seca-in-historic-colors-of-the-apple-computer-livery.html Comments URL: https://news.ycombinator.com/item?id=47997138 Points: 47 Comments: 10

链接:https://newsroom.porsche.com/en_US/2026/motorsport/porsche-will-contest-laguna-seca-in-historic-colors-of-the-apple-computer-livery.html

观点:Porsche will contest Laguna Seca in historic colors of the A... 更值得从实际采用价值来判断,而不是只看它有没有制造新的讨论热度。