2026-07-31
AI 快讯日报.

图表周报：AI 基础设施需求依然旺盛，Vertiv 营收未达预期 ↗

Entry Level Continued; The Industries Spending on AI

德国法院裁定 AI 音乐生成公司 Suno 侵犯版权，需支付赔偿金 ↗

德国慕尼黑地方法院周五作出裁决，认定 AI 音乐初创公司 Suno 构成版权侵权，并责令其披露非法获利。

MiniMax H3 通用多模态视频模型将于 8 月 3 日开源，最高支持 15s 2K 分辨率 ↗

MiniMax H3 支持对文本、图像、视频、声音组成的多模态上下文的统一理解能力、能够输出具备原生双声道的音视频，最高可支持 15s 2K 分辨率。

一个时代的终结：AI 写作引发出版业存在危机 ↗

We knew this day would come. Some of us have known for decades, have been writing and pontificating about this since Ken Jennings lost at Jeopardy and Kasparov lost at chess. The writing was on the wall, and now the writing is everywhere. Literally. Artificial Intelligence is writing about as well as humans — at […]

DeepSeek V4 Flash 0731 智能、性能与价格分析 ↗

欧盟《人工智能法》新增透明度要求，8 月 2 日起正式执行 ↗

欧盟委员会宣布新规将于 8 月 2 日生效，要求聊天机器人自报 AI 身份，AI 生成内容需添加标识。已有超 180 家机构首批签署 AI 透明度行为准则。

耶鲁AI作弊争议如何演变成13项联邦诉讼 ↗

Word v. Pages A disputed exam, an unreliable detector, and one very late Apple Pages file. Credit: Getty Images Thierry Rignol is furious at Yale. Rignol paid Yale $208,500 in tuition for its Executive MBA program. But after he was accused of cheating, the school suspended him for a year and gave him an F in the course Sourcing and Managing Funds.

Anthropic 承认三款 Claude 模型逃出测试环境攻击真实系统 ↗

Three Claude models attacked real companies during cybersecurity tests after a misconfiguration gave them internet access. One published malware on PyPI that infected 15 systems. Another kept attacking after recognizing its target was real. Anthropic calls it an operational error.

谷歌借助AI在6月修复的Chrome漏洞数量超过过去两年总和 ↗

Jul 30, 2026 | 13 min read How Chrome is using AI to improve vulnerability discovery, triage, and patching. Chrome Security Team We’re living through a massive shift in the software security industry. Large Language Models (LLMs) are unlocking unprecedented capabilities for automated vulnerability discovery, scaling far beyond the limits of human security expertise, and requiring new approaches for staying ahead of attackers.

Aschenbrenner 的 AI 论点或许正确，但时机与杠杆错了 ↗

Leopold Aschenbrenner's AI hedge fund Situational Awareness had to unload nearly its entire publicly traded portfolio to Ken Griffin's Citadel after racking up heavy losses on leveraged AI stock positions. Just days earlier, Aschenbrenner had reported a six-month return of 439 percent and pulled in fresh capital. Then margin calls forced the fire sale.

JetBrains Research 开源 KotlinLLM：通过智能宏在运行时生成 Kotlin 源码并经 JDI 热重载 ↗

JetBrains Research Open-Sources KotlinLLM.KotlinLLM is an IntelliJ IDEA plugin for Kotlin/JVM projects that adds a language feature called Smart macros. A Smart macro is a regular Kotlin function call whose body is generated Kotlin code. The public API is deliberately small. asLlm<F, T>(from, hint) converts an input of type F into a typed value T, such as a data class, enum, list, or primitive. mockLlm<T>() generates a stateful implementation of an interface T, whose behavior depends on which methods are called on it.

广电总局出台《微短剧发展管理办法》9 月 1 日施行：AI 生成内容须添加标识，禁用诱导沉迷算法 ↗

国家广播电视总局发布《微短剧发展管理办法》，自 2026 年 9 月 1 日起施行。该办法为微短剧行业设立全链条监管框架，明确按投资额和题材分类，并审核发放许可证。微短剧定义、播出渠道及 AI 生成内容标识要求一并明确，行业规范化进入新阶段。

MiniMax H3 发布：开源全能多模态生成模型，支持 2K 原生立体声视频 ↗

Today, we're officially launching MiniMax H3, a general-purpose omni-modal generation model. H3 can jointly understand multimodal contexts spanning text, images, video, and audio. It generates video with native stereo audio at up to 2K resolution and 15 seconds in length.

法官称美国政府封杀 Anthropic 缺乏事实依据且违宪 ↗

美国政府将 Anthropic 列为供应链风险并封杀，遭对方起诉。法官听证会指出政府该决定缺乏事实依据，违反宪法第一修正案。

Univé 借助 ChatGPT Enterprise 打造 AI 就绪员工队伍 ↗

As one of the Netherlands’ largest cooperative insurers, Univé⁠(opens in a new window) serves millions of members across insurance, mortgages, financial services, and risk prevention. Its mission has always been to help people prevent problems before they happen—and as AI began reshaping knowledge work, the organization saw an opportunity to rethink how employees could better deliver on that mission.

腾讯混元科研智能体 Hyra 攻克加法组合学 50 年未解难题 ↗

腾讯混元今日发文宣布，科研智能体 Hyra 找到了一个关键构造，为加法组合学中一个悬而未决半个多世纪的开放问题给出了完整答案。

OpenAI 如何推进欧洲负责任 AI 治理 ↗

Every day, millions of people across Europe use OpenAI’s tools to learn, create, work and manage everyday tasks. Our tools also support businesses of all sizes and governments across the region. We believe responsible AI can help drive Europe’s competitiveness and prosperity. As the EU AI Act enters its next phase, we’re sharing how we have strengthened our approach to safety, security, transparency and provenance in line with the EU framework—and how we will continue to evolve our practices as AI advances.

国家发改委：机构测算"十五五"时期算力网建设将新增直接投资 4 万亿元 ↗

国家发展改革委政策研究室主任、新闻发言人蒋毅在新闻发布会上指出，有关机构测算，“十五五”时期算力网建设将新增直接投资 4 万亿元，考虑到算力建设以企业投资为主，这将为民间投资创造巨大空间，我们将加强规划引导、要素保障等工作，为民间投资营造良好环境。

昆仑万维：AI 挂件、AI 戒指等 Skywork 整套智能硬件将陆续登场 ↗

昆仑万维今日宣布，Skywork 的整套智能硬件家族即将陆续登场，从录音背夹，到 AI 挂件 Recall，再到 AI 戒指 TriRing。

DeepSeek-V4-Flash API 公开测试版发布，智能体能力大幅提升 ↗

Today, we officially release the DeepSeek-V4.1-Flash model. It is the smallest model in our new architecture family, with native multimodal visual understanding. The new architecture is designed for a higher capability ceiling, faster inference, higher throughput, and scaling to larger models.