{"version":"1.0","generated_at":"2026-09-28T16:35:21.381177","id":2063,"slug":"aihot-daily-2026-07-28","title":"AIHOT 日报参考 2026-07-28","summary":"Kimi发布2.8T参数开源模型K3，并推出视觉感知基准；Google AI Overviews覆盖率升至43%；NVIDIA等成立Open Secure AI Alliance等。","abstract":"AIHOT 日报参考 2026-07-28 Kimi发布2.8T参数开源模型K3，并推出视觉感知基准；Google AI Overviews覆盖率升至43%；NVIDIA等成立Open Secure AI Alliance等。 模型发布/更新：kimi k3 开源 模型发布/更新：kimi k3 上线 modal，支持无损加速推理 产品发布/更新：kimi 发布视觉感知基准 perceptionbench 产品发布/更新：sglang 和 miles 为月之暗面 2.8t 参数 kimi k3 模型提供发布当日支持 模型发布/更新 kimi k3 开源 2.8t moe 模型与技术报告：kimi 发布其最强模型 kimi k3，这是一个 2.8t 参数的 moe 模型，具备原生视觉理解和 1m token 上下文窗口。新架构实现了每单位计算 2.5 倍的智能提升。除模型权重外，kimi 还开源了高性能注意力内核、moe 通信库及大规模智能体运行环境基础设施。 来源：x：kimi.ai (@kimi_moonshot) kimi k3 上线 modal，支持无损加速推理 很高兴 @modal 成为 kimi k3 的 day 0 发布合作伙伴！ 他们为 k3 的架构训练了自定义 dflash 投机器，实现更快推理且无质量损失。 来源：x：kimi.ai (@kimi_moonshot) 产品发布/更新 kimi 发布视觉感知基准 perceptionbench kimi.ai 发布 perceptionbench，一个从当前前沿模型在 42 个基准上的失败模式中归纳出的视觉感知…","access_level":"public","access_label":"公开","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/2063/aihot-daily-2026-07-28","html_url":"https://opc.beizhux.com/content/2063/aihot-daily-2026-07-28","json_url":"https://opc.beizhux.com/content/2063/aihot-daily-2026-07-28.json","published_at":"2026-07-28T08:00:49","updated_at":"2026-09-28T15:42:03","category":{"slug":"hotspots","name":"全球热点解读"},"source":{"site":"aihot.virxact.com","author":"AIHOT","url":"https://aihot.virxact.com/daily/2026-07-28"},"tags":["AI","AI 安全","AI 开源","AIHOT","AIHOT 日报参考","AI安全","AI安全联盟","AI工具","AI开源","AI搜索","AI日报","AI模型"],"topics":[{"slug":"ai-tools","name":"AI工具","url":"https://opc.beizhux.com/topics/ai-tools","reason":"这篇内容命中「AI工具、工具、自动化」等主题信号。"},{"slug":"ai-daily","name":"AI日报","url":"https://opc.beizhux.com/topics/ai-daily","reason":"这篇内容命中「AI日报、热点解读」等主题信号。"},{"slug":"agent-workflow","name":"Agent工作流","url":"https://opc.beizhux.com/topics/agent-workflow","reason":"这篇内容命中「工作流」等主题信号。"}],"keywords":["全球热点解读","AI工具","AI日报","Agent工作流","每日AI日报","AI信号","热点解读","BuilderPulse","工具","自动化","模型","Cursor"],"questions":[{"question":"AIHOT 日报参考 2026-07-28主要讲什么？","answer":"Kimi发布2.8T参数开源模型K3，并推出视觉感知基准；Google AI Overviews覆盖率升至43%；NVIDIA等成立Open Secure AI Alliance等。"},{"question":"这篇文章最值得关注的要点是什么？","answer":"Kimi发布2.8T参数开源模型K3，并推出视觉感知基准；Google AI Overviews覆盖率升至43%；NVIDIA等成立Open Secure AI Alliance等。；模型发布/更新：kimi k3 开源；模型发布/更新：kimi k3 上线 modal，支持无损加速推理；产品发布/更新：kimi 发布视觉感知基准 perceptionbench"},{"question":"这篇文章和哪些AI专题相关？","answer":"它适合放在AI工具、AI日报、Agent工作流专题里阅读。 关联原因：这篇内容命中「AI工具、工具、自动化」等主题信号。；这篇内容命中「AI日报、热点解读」等主题信号。；这篇内容命中「工作流」等主题信号。"},{"question":"阅读这篇文章建议先理解哪些关键词？","answer":"建议先理解AI日报、每日AI日报、AI信号、热点解读、BuilderPulse这些关键词，再结合正文判断工具、机会或风险是否值得进入自己的工作流。"}],"terms":[{"slug":"ai-daily-term","name":"AI日报","definition":"在AI觉醒星球里，「AI日报」属于「AI日报」方向。持续整理每日AI日报、模型更新、工具变化和行业信号，帮你快速判断哪些信息值得收藏、验证和行动。 每天先看趋势，再决定今天该试什么。","topic_slug":"ai-daily","topic_name":"AI日报","topic_title":"AI日报：每日AI信号、工具动态与行动判断","topic_url":"https://opc.beizhux.com/topics/ai-daily","topic_path":"/topics/ai-daily","url":"https://opc.beizhux.com/glossary/ai-daily-term","path":"/glossary/ai-daily-term","json_url":"https://opc.beizhux.com/glossary/ai-daily-term.json"},{"slug":"daily-ai-briefing","name":"每日AI日报","definition":"在AI觉醒星球里，「每日AI日报」属于「AI日报」方向。持续整理每日AI日报、模型更新、工具变化和行业信号，帮你快速判断哪些信息值得收藏、验证和行动。 每天先看趋势，再决定今天该试什么。","topic_slug":"ai-daily","topic_name":"AI日报","topic_title":"AI日报：每日AI信号、工具动态与行动判断","topic_url":"https://opc.beizhux.com/topics/ai-daily","topic_path":"/topics/ai-daily","url":"https://opc.beizhux.com/glossary/daily-ai-briefing","path":"/glossary/daily-ai-briefing","json_url":"https://opc.beizhux.com/glossary/daily-ai-briefing.json"},{"slug":"ai-signal","name":"AI信号","definition":"在AI觉醒星球里，「AI信号」属于「AI日报」方向。持续整理每日AI日报、模型更新、工具变化和行业信号，帮你快速判断哪些信息值得收藏、验证和行动。 每天先看趋势，再决定今天该试什么。","topic_slug":"ai-daily","topic_name":"AI日报","topic_title":"AI日报：每日AI信号、工具动态与行动判断","topic_url":"https://opc.beizhux.com/topics/ai-daily","topic_path":"/topics/ai-daily","url":"https://opc.beizhux.com/glossary/ai-signal","path":"/glossary/ai-signal","json_url":"https://opc.beizhux.com/glossary/ai-signal.json"},{"slug":"ai-news-analysis","name":"热点解读","definition":"在AI觉醒星球里，「热点解读」属于「AI日报」方向。持续整理每日AI日报、模型更新、工具变化和行业信号，帮你快速判断哪些信息值得收藏、验证和行动。 每天先看趋势，再决定今天该试什么。","topic_slug":"ai-daily","topic_name":"AI日报","topic_title":"AI日报：每日AI信号、工具动态与行动判断","topic_url":"https://opc.beizhux.com/topics/ai-daily","topic_path":"/topics/ai-daily","url":"https://opc.beizhux.com/glossary/ai-news-analysis","path":"/glossary/ai-news-analysis","json_url":"https://opc.beizhux.com/glossary/ai-news-analysis.json"},{"slug":"builderpulse","name":"BuilderPulse","definition":"在AI觉醒星球里，「BuilderPulse」属于「AI日报」方向。持续整理每日AI日报、模型更新、工具变化和行业信号，帮你快速判断哪些信息值得收藏、验证和行动。 每天先看趋势，再决定今天该试什么。","topic_slug":"ai-daily","topic_name":"AI日报","topic_title":"AI日报：每日AI信号、工具动态与行动判断","topic_url":"https://opc.beizhux.com/topics/ai-daily","topic_path":"/topics/ai-daily","url":"https://opc.beizhux.com/glossary/builderpulse","path":"/glossary/builderpulse","json_url":"https://opc.beizhux.com/glossary/builderpulse.json"},{"slug":"ai-tools-term","name":"AI工具","definition":"在AI觉醒星球里，「AI工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/ai-tools-term","path":"/glossary/ai-tools-term","json_url":"https://opc.beizhux.com/glossary/ai-tools-term.json"},{"slug":"tools","name":"工具","definition":"在AI觉醒星球里，「工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/tools","path":"/glossary/tools","json_url":"https://opc.beizhux.com/glossary/tools.json"},{"slug":"automation","name":"自动化","definition":"在AI觉醒星球里，「自动化」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/automation","path":"/glossary/automation","json_url":"https://opc.beizhux.com/glossary/automation.json"}],"preview_hidden_sections":[],"related_items":[{"id":3121,"title":"TinyAIArena 上线：观看 AI 智能体之间的激战","url":"https://opc.beizhux.com/content/3121/tinyaiarena-ai","summary":"TinyAIArena 上线：观看 AI 智能体之间的激战：这条内容来自 AIHOT 补充信号池，核心焦点是讨论数据集与基础模型。为什么值得看：它已经被上游系统筛过一轮，适合继续判断能否转化成 OPC 的选题、案例或工作流启发。","access_level":"public"},{"id":3118,"title":"【必读】每日AI日报 2026-09-28","url":"https://opc.beizhux.com/content/3118/aihot-daily-2026-09-28","summary":"AIHOT 每日 AI 日报：行业动态： - Authors Guild v. OpenAI 新文件披露高管早已知道大规模盗版书籍训练违法：Authors Guild v. OpenAI 诉讼中 2026 年 9 月 21 日公布的原告简报称，OpenAI 和 Microsoft 高管及员工有意使用盗版书籍训练模型…","access_level":"public"},{"id":3115,"title":"2026 年的 LLM（迄今为止）","url":"https://opc.beizhux.com/content/3115/2026-in-llms-so-far","summary":"Simon Willison 在圣何塞 WeAreDevelopers 世界大会北美站闭幕演讲中，把过去一年 LLM 领域串成一条时间线：从 2025 年 11 月 Claude Opus 4.5 与 GPT-5.1 让编码智能体跨过“可靠到可日常使用”的隐形线，到 12 月开发者假期里的集体试用、1 月的“AI 狂…","access_level":"public"}],"usage_policy":{"summarizable":true,"preferred_url":"https://opc.beizhux.com/content/2063/aihot-daily-2026-07-28","private_fields_excluded":true}}