Pai 的 AI 雷达
今天：How Oracle turns，Sophos cuts threat。并行还有 Launching an opt-in、Triage role users、Screen readers can。
Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.
Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.
Launching an opt-in vulnerability-finding service for open-source software
Users with the triage role or higher in a repository can now archive and unarchive pull requests. Previously, archiving was limited to repository administrators, requiring trusted triagers to hand routine moderation work to someone with higher permissions. Maintainers increasingl
Screen readers can now navigate issue and pull request timelines as a list. When you move through a timeline, assistive technology can announce the list structure, item count, current position, and how to move between events. This makes it easier to understand long histories and
LegalOn cut estimated daily Codex costs by 65% while maintaining development speed. It matched Astra, Sol, and Luna to tasks and managed budgets strategically.
Maintainers are seeing more low-quality contributions in their repositories and need better ways to manage them. You can now configure pull request limits to also include draft pull requests. Previously, draft pull requests didn’t count toward a user’s limit. That meant someone c
📌 一句话摘要 理想 i6 迎来年度改款，将 MEGA 和 i9 的旗舰体验与自研智能平台下放，包括全尺寸零重力座椅、29 英寸 6K 全景屏、电动前备箱、自研 96kWh 5C 电池和马赫 M100 智驾芯片，旨在巩固中国市场领先地位并开拓欧洲市场。 📝 详细摘要 新一代理想 i6 聚焦舒适性、续航和智能化升级。前排新增 16 向电动调节的零重力座椅，支持 18 点揉捏按摩；后排靠背调节范围扩大至 25–50°。座舱换装 29 英寸 6K 全景屏和 21 英寸 4K 后排娱乐屏。外部新增电动前备箱，并标配 ADB 矩阵大灯。电池升级为自研 96kWh
The missing map of the sky
Diffusion-based models decompose sampling into many small Gaussian denoising steps, an assumption that breaks down when generation is compressed to a few coarse transitions. Existing few-step methods address this through distillation, consistency training, or adversarial objectiv
📌 一句话摘要 本文揭示了华为流程体系背后的统一商业底层逻辑：商业的实质是确定性的生产与定价，企业需通过 IPD 供给发动机与 MTL/LTC 变现发动机的双轮驱动，将「从市场机会到产品发布」升级为「从市场机会到商业变现」。 📝 详细摘要 很多企业推行集成产品开发（IPD）时仅停留在「小 IPD」层面，交付了合格样机却未能带动利润增长。本文从商业底层逻辑切入，指出商业的本质是确定性的生产、转移、定价与分配。围绕这一核心，企业需应对四类不确定性：BLM 解决方向不确定性、IPD 解决供给不确定性、MTL/LTC 解决交易不确定性、ITR 解决使用结果不确定
College Planner is coming to ChatGPT for Teens to help students manage college applications, alongside new flashcards, quizzes, and a teen AI council.