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📚 DeepSeek 技术论文合集

收录 DeepSeek 全部官方技术论文,涵盖基础模型、推理、数学、代码、视觉、多模态、基础设施等方向。提供 PDF 下载、在线阅读和学习导读。

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🔥 今日热点速报 2026-06-29

1
China’s Z.ai claims it can match Mythos on cybersecurity

China's Zhipu AI (Z.ai) released its open-weight GLM-5.2, and some researchers have claimed that it matches Mythos in certain bug-finding and cybersecurity scenarios. While GLM lags behind models from Anthropic and OpenAI in other, more general tasks, it seems that China has dramatically reduced the gap in the capabilities between its models and those of […]

2
Suno launches Spark incubator program to feed independent artists to its AI machine

Suno has ambitions to be more than just a toy to churn out AI slop, it also wants to be a streaming destination and to break new artists. Spark is their new incubator program for independent artists that provides grants, mentorship, and marketing support. To apply, artists need to be an unsigned singer, songwriter, or […]

3
Prosecutors used ChatGPT logs as evidence in the Palisades fire trial

Jonathan Rinderknecht was facing arson charges for setting a fire on New Year's Day in 2025, which became one of the deadliest wildfires in LA history. To make their case, prosecutors turned to location data from his iPhone, security camera footage, and witness testimony. But they also turned to his ChatGPT logs. Prosecutors said that […]

4
Margaret Atwood says the problem with AI is ‘garbage in, garbage out’

Maraget Atwood, the storied author of The Handmaid's Tale and The Blind Assassin, was interviewed as part of the Babell Literary and Cultural Festival in Porto, Portugal. As it usually does at these things, the issue of AI came up, and Atwood didn't mince words. According to Deadline's recap, Atwood said she'd used an AI […]

5
早报|曝 iPhone 18 标准版内存升至 9GB/B 站 17 周年,陈睿:去年首次全年盈利/自变量机器人 2 个月完成 4 轮融资,估值突破 200 亿元

📌 一句话摘要 爱范儿早报汇总了 20 余条科技、汽车、财经、文化领域的动态,涵盖 iPhone 18 内存升级、B 站 17 周年财报、自变量机器人融资、大模型推理加速框架 DSpark 等热点。 📝 详细摘要 本文为爱范儿早报合辑,围绕多个领域的最新动态进行简短报道。涉及 iPhone 18 和 18e 内存升级至 9GB 及涨价不回调的分析,Mythos 5 模型局部解禁,北大与 DeepSeek 联合发布推理加...

6
连融 4 轮,投资方群星闪耀,自变量估值突破 200 亿

📌 一句话摘要 本文独家披露自变量机器人在两个月内完成 B+至 C 轮融资,估值突破 200 亿元,并详细解析投资方由互联网巨头、国家队、产业资本和头部 VC 构成的格局,以及其作为「大脑派」具身智能公司的技术路线与行业地位。 📝 详细摘要 文章基于爱范儿独家信息,报道了具身智能创业公司自变量机器人在 2026 年 4 月后连续完成 B+、B++、C 轮融资,投后估值超过 200 亿元,成为粤港澳大湾区唯一一家跨过该门...

7
发布 Foveon - 通过深度学习将 Bayer 图像转换为 Foveon X3 风格的 Mac 应用程序

📌 一句话摘要 本文介绍一个改造 U-Net 的深度学习应用,通过创新的一维像素堆叠注入层,将 Bayer 格式照片转换为 Foveon X3 风格,并发布了可自行运行的 Mac App。 📝 详细摘要 文章分享了作者训练的一个改造版 U-Net 模型,将 Bayer-CFA 传感器拍摄的图像转换为类似 Sigma DP2 Merrill 相机 Foveon X3 传感器的成像风格。核心创新是在编码器与解码器之间的 b...

8
说说我如何实现远端的 Claude Code 全自动干活

📌 一句话摘要 本文介绍通过开源项目 Chorus 实现远程唤醒 Claude Code 自动执行任务的方案,重点解决上下文管理、会话复用与打断控制等工程问题。 📝 详细摘要 文章分享了作者在开源项目 Chorus 中实现远端 Claude Code 全自动干活的经验。Chorus 为 Claude Code 配备了一个带网页的任务后台,支持将想法细化为需求并拆解为带验收标准的任务。作者重点讲解了三个关键问题:如何让 ...

9
Claude Tag:AI 交互范式的第三次重新设计?深度分析 Karpathy 与业界的争议

📌 一句话摘要 宝玉整合 Karpathy 和 Gergely Orosz 的观点,深入剖析 Claude Tag 背后真正的突破——云端 AI 集成公司内部系统后的开箱即用,而非简单的 Slack bot。 📝 详细摘要 宝玉围绕 Anthropic 新发布的 Claude Tag(Slack 中 @Claude 执行任务)展开分析,引用 Karpathy 将其称为 LLM 交互第三次重新设计的观点,以及 Gerge...

10
RepoPrompt 已开源:架构反转与上下文工程深度解读

📌 一句话摘要 RepoPrompt 正式开源,作者被 OpenAI 招安后彻底重构架构,采用 MCP server 为主控、底部 CLI 可替换的设计,并分享了背后的故事与变化。 📝 详细摘要 宝玉详细介绍了 RepoPrompt 的开源背景:原为帮助开发者从代码库挑选文件拼成高质量 prompt 的工具,因作者 Provencher 被 OpenAI 招安而先免费后开源。开源版本做了重大架构反转——不再由应用调度 ...

11
#603.Cloudflare CEO:当机器人流量超过人类,互联网的商业模式将彻底崩塌

📌 一句话摘要 Cloudflare CEO Matthew Prince 深度预判:AI Agent 驱动机器人流量超越人类,将从根本上颠覆互联网已运行 28 年的广告商业模式。 📝 详细摘要 本期节目深度对话 Cloudflare 联合创始人兼 CEO Matthew Prince。对话从一个里程碑式数据切入:2026 年上半年,Cloudflare 平台上的机器人流量首次超过人类流量,并预测五年后可能增长至人类流...

12
我遇到了第一个真正想买的陪伴机器人!|对话世博:越伴动力创始人【公路播客】

📌 一句话摘要 深度对话 26 岁创业者世博,拆解如何用极致审美与工程实践打造一款能「长期生活在家里」的、具备生命力的消费级双足陪伴机器人。 📝 详细摘要 本期公路播客对话越伴动力创始人世博,深入探讨了一款消费级双足伙伴型机器人「小伴」的设计哲学与实现细节。世博分享了其团队摒弃功能堆砌、追求「生命力」的产品理念:为机器人独创 12 音「外星语」、将 95% 外壳用柔软硅胶覆盖、并设计短小手臂以表达情绪而非执行操作。技术...

查看全部 156 条 →

📰 最近更新 (往期精选,不含今日)

Trump Administration Allows Anthropic to Release Mythos to Select US Organizations

After weeks of negotiations, the White House permitted Anthropic to grant access to its most advanced AI model to a select group of US companies and government agencies.

OpenAI Has New AI Models. Here’s Why You Can’t Use Them

The White House asked OpenAI to delay the rollout of its GPT-5.6 AI models, two weeks after Anthropic had to take its most advanced AI models offline.

Why is Apple asking me to pay more for Big Tech’s AI obsession?

Tim Cook recently said price increases were "unavoidable" and described the company's pricing as "unsustainable." The 16-inch MacBook Pro saw its price go up by $300. The 11-inch iPad Air went from $599 to $749. Even the HomePod Mini got a $30 bump to $129. Cook squarely placed the blame at the feet of the […]

Anthropic’s Mythos 5 is back

After a rollercoaster negotiation process with the Trump administration that dragged on for two weeks, Anthropic's Mythos 5 is finally back in action - at least, somewhat, for a select group of organizations, according to a letter from the government to Anthropic that was viewed by The Verge. Fable 5, however - the public-facing Mythos-class […]

OpenAI unveils GPT-5.6 amid US AI regulatory drama

Less than 24 hours after news broke that OpenAI would stagger its next model release at the request of the Trump administration, that model, GPT-5.6, is here. On Friday, the company unveiled the limited preview of its new GPT 5.6 model suite: Sol, the flagship; Terra, a medium-tier model for "high-volume work"; and Luna, a […]

GitHub and UNDP team up to advance development priorities in Ghana with open source

GitHub joined the United Nations Development Programme in Ghana to explore how open source governance can support one of West Africa's most ambitious digital reform efforts. The post GitHub and UNDP team up to advance development priorities in Ghana with open source appeared first on The GitHub Blog.

Track total merges by adoption phase in enterprise and organization reports

Building on the AI adoption phase cohorts added to the Copilot usage metrics API, organization and enterprise reports now report the total number of pull requests merged by each adoption… The post Track total merges by adoption phase in enterprise and organization reports appeared first on The GitHub Blog.

MAI-Code-1-Flash for Copilot Business and Copilot Enterprise

MAI-Code-1-Flash, Microsoft AI’s in-house coding model, is now generally available for GitHub Copilot Business and Copilot Enterprise, building on its recent expansion across Copilot surfaces. Purpose-built for coding and optimized… The post MAI-Code-1-Flash for Copilot Business and Copilot Enterprise appeared first on The GitHub Blog.

DeepSeeK 突然发布 DSpark,让 AI 的回答不再「挤牙膏」

📌 一句话摘要 DeepSeek 联合北大发布 DSpark 推理加速框架,通过半自回归草稿模型与置信度调度验证,在线上将单用户生成速度提升 57%-85%。 📝 详细摘要 文章介绍 DeepSeek 与北京大学联合发布的推理加速框架 DSpark。现有推测解码方案存在自回归草稿模型生成慢、并行草稿模型后缀衰减等问题。DSpark 采用半自回归架构,用并行主干快速铺开候选,再以轻量级顺序模块(如 Markov head...

Hacker News 热门故事摘要 (2026-06-28)

📌 一句话摘要 本期摘要涵盖美国政府干预 AI 模型审批、OpenAI 预览 GPT-5.6、DeepSeek 开源 DSpark 推理加速论文、匿名研究员批量公开零日漏洞、Meta 举报人事件、OpenRA 大更新、3D 打印机监控法案争议、科技记者 Om Malik 去世以及金融科技工程手册等 10 条热门话题。 📝 详细摘要 本文以每日摘要形式整理了 2026 年 6 月 28 日 Hacker News 上的 ...

多所师范高校密集成立工科学院

📌 一句话摘要 多所师范高校因人口结构变化导致公费师范生大幅缩招,密集新增工科专业并成立微电子、人工智能等工科学院,加速向多学科转型。 📝 详细摘要 文章报道了在人口结构变化影响下,多地公费师范生招生规模大幅缩减(河南降 51.3%、广西降 57.6%、湖南降 59.5%)。与此同时,师范院校加速转型:近 1/4 的师范本科院校近 3 年新增 3 个以上工科专业,江西师大、山东师大、安徽师大等密集成立微电子、人工智能、...

A 股多家公司,加码先进封装

📌 一句话摘要 本文汇总 AI 算力驱动下全球先进封装扩产动态,涵盖美银市场预测、海外巨头投资计划及 A 股多家封测公司百亿级项目公告,并引用多方券商观点分析产业机遇。 📝 详细摘要 文章以 AI 算力需求为背景,首先引用美银数据预测服务器 CPU 封测市场将从 2025 年 19 亿美元增至 2028 年 96 亿美元,占先进封装比重从 11%升至 24%。随后梳理供给侧扩产:日月光投控同步推动 15 座新厂、资本支...

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