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最终被少数公司掌握，让技术差距进一步变成权力和阶层差距。",1789455420000,false,"Blockbeats",0,[13,20,27,33,39,46],{"id":14,"title":15,"content":16,"publishTime":17,"important":9,"sourceName":10,"language":18,"dateString":19},207552,"DeepSeek Harness底座Cordis有了Rust实现：DimAgent准备用它重构","动察 Beating AI 快讯，DimAgent 创始人 Han Cheng 开源插件运行时 Rutis，并表示接下来会用它支撑 DimAgent 的新架构。Rutis 用 Rust 重新实现了 Cordis 的核心设计，后者正是 DeepSeek Harness 使用的底层插件框架。\nDeepSeek Harness 用 Cordis 管理模型、工具、会话、Agent Loop 等组件。每个组件都可以做成插件，只声明自己需要和提供哪些服务，Cordis 负责启动、卸载、依赖变化和资源清理。\nRutis 把这套机制搬到了 Rust，同时支持 TypeScript、JavaScript 和 Python 插件。不同语言的插件可以互相调用，也可以分布在不同进程和机器上运行。现有 Cordis 插件也可以直接接入，不需要全部重写。",1791349620000,null,"Wed Oct 07 2026 05:07:00 GMT+0000 (Coordinated Universal Time)",{"id":21,"title":22,"content":23,"publishTime":24,"important":9,"sourceName":25,"language":18,"dateString":26},224075,"DeepSeek提出Super-agent架构设计，探索更自主的Agent系统","PANews 10月31日消息，据IT之家报道，DeepSeek Harness官方团队发布《Super-agent设计探索：迈向更自主的Agent系统》，介绍其面向工程实践的Super-agent架构。DeepSeek称，现有Agent以单一Session为单位，用户并行处理多任务时需手动切换，通常只能同时跟进3至5个活跃Session，还面临单会话阻塞、上下文混乱和本地离线后任务停止等问题。 DeepSeek将Super-agent的特征归纳为连续、高效、主动和持久，整体架构由Router与Worker双层结构、事件驱动、面向人的交互、计算与状态及环境分离、Watchdog五部分组成。",1793460120000,"PANews","Sat Oct 31 2026 15:22:00 GMT+0000 (Coordinated Universal Time)",{"id":28,"title":29,"content":30,"publishTime":31,"important":9,"sourceName":25,"language":18,"dateString":32},218290,"DeepSeek V4.1 Flash新版登顶Agent Arena开源模型榜，位列总榜第11","PANews 10月20日消息，AI模型评测平台Arena宣布，DeepSeek-V4.1-Flash-20261017（Max）已位列Agent Arena开源模型第一、总榜第11。基于约7500次真实使用会话，该模型相对平均模型的综合净改善约为5.1%，单任务成本中位数约0.20美元。该版本在任务成功确认、用户正负反馈、Bash命令执行可靠性及可引导性四项指标中均位列开源模型第一，其中任务成功确认指标位列总榜第8。",1792481760000,"Tue Oct 20 2026 07:36:00 GMT+0000 (Coordinated Universal Time)",{"id":34,"title":35,"content":36,"publishTime":37,"important":9,"sourceName":25,"language":18,"dateString":38},197575,"梁文锋署名DeepSeek发新论文，剑指大规模Agent训练","PANews 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并不必然意味着商业盈利。随着模型调用量增长，企业仍需解决算力成本、服务定价和客户付费意愿之间的平衡问题。",1792818540000,"MarsBit","Sat Oct 24 2026 05:09:00 GMT+0000 (Coordinated Universal Time)",{"id":47,"title":48,"content":49,"publishTime":50,"important":9,"sourceName":44,"language":18,"dateString":51},217507,"DeepSeek把AI编程卷进「许愿时代」：从零造3D游戏，DeepSWE跑分超Opus 5","动察 Beating AI 快讯，DeepSeek 将 V4.1 Flash 升级至 1017 版本，网页端、App 和 API 已同步切换，新模型权重也已按 MIT 协议开源。 官方测试中，DeepSWE v1.1 软件工程任务通过率从 74.2% 提升至 77.0%，超过 Claude Opus 5 的 74.0%。Terminal-Bench 4.0 从 31.2% 提升至 42.3%，但仍低于 Opus 5 的 51.8%。按照官方公布的成本曲线，达到 77% 通过率的配置，每题平均仅花费约 1.3 元。不过，对比对象是 Opus 5，而非更新的 Opus 5.5。 新版本重点强化了「许愿式编程」，也就是只给出简单需求，让 AI 自行规划并完成整个项目。DeepSeek 利用自反馈强化学习改进这类能力，并展示了故宫 3D 场景、网页版赛车游戏，以及基于 Godot 引擎的《传送门 2》复刻。官方称，新模型完成任务的时间和输出长度均有所减少，还针对 DeepSeek Harness、腾讯 CodeBuddy 和 WorkBuddy 做了优化。 此外，DeepSeek 首次向开发者开放自研搜索引擎的 Search 和 Fetch API。开发者可以让 Agent 直接搜索网页、抓取正文。两个接口均按成功请求计费，每千次 5 元。通过 Claude Code、Codex 内置网页搜索功能触发的 Search 请求，前两周暂免接口调用费。",1792226040000,"Sat Oct 17 2026 08:34:00 GMT+0000 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