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Time)",{"id":21,"title":22,"content":23,"publishTime":24,"important":9,"sourceName":10,"language":18,"dateString":25},187856,"豆包工作上新，支持多Agents并行与Mac操作电脑","火星财经消息 9月2日，豆包工作发布两项新功能：一是多Agents并行，在多Agents并行的机制中，负责组织的主Agent会先行拆解，将比较垂直、专业的任务则交由不同的子Agent分别处理。二是Mac系统的操作电脑功能，可让豆包实现本地GUI操作，在没有MCP、API、插件和CLI的情况下也能看懂界面并完成相应操作。（广角观察）",1788335820000,"Wed Sep 02 2026 07:57:00 GMT+0000 (Coordinated Universal Time)",{"id":27,"title":28,"content":29,"publishTime":30,"important":9,"sourceName":31,"language":18,"dateString":32},179720,"智谱创始人唐杰：大模型Scaling不只是堆参数，未来竞争核心转向后训练与推理能力","Odaily星球日报讯 智谱创始人唐杰在 X 平台发布关于大模型 Scaling Law 的思考文章表示，当前人工智能行业对模型能力提升的理解正在从“扩大参数规模”转向多维度扩展，参数量并非衡量模型能力的唯一指标，还需要结合数据规模、计算资源分配方式以及模型实际运行场景综合评估。\n唐杰指出，早期研究曾推动行业快速扩大模型参数规模。Kaplan 等人在 2020 年的研究认为，模型参数增长速度应高于数据增长速度，推动了 GPT-3、Gopher、MT-NLG 等超大规模模型的发展。但 Hoffmann 等人在 2022 年通过分析数百个模型发现，计算最优方案更接近“每个参数对应约 20 个训练 Token”，模型参数和数据规模应保持同步增长，过去追求万亿参数模型的路线实际上是一次行业共同经历的“偏航”。随着模型应用场景变化，推理成本逐渐成为生命周期成本的重要组成部分，优化目标也从单纯降低训练成本转向提升长期运行效率，因此“小模型+更充分训练”的路线开始受到关注。\n唐杰表示，稀疏混合专家（MoE）架构进一步改变了 Scaling 逻辑。在 MoE 模型中，总参数量决定模型能够存储多少知识，而激活参数和有效深度更影响模型完成复杂推理任务的能力。对于漏洞发现等需要长链条推理的任务而言，能力并不来自简单记忆更多信息，而是需要模型保持多步推理过程的连贯性。近期研究显示，最优“Token\u002F参数比例”并不存在统一答案：偏向记忆型任务需要更多参数，而偏向推理型任务则更依赖更多数据和计算深度。在固定训练数据规模下，盲目增加总参数甚至可能削弱推理能力，而增加激活专家数量则更有助于提升模型表现。\n围绕智谱最新模型进展，唐杰透露，GLM-5.3 是一次针对 Scaling 方向的实验。该模型与 GLM-5.2 采用相同基础模型、架构以及总参数和激活参数规模，但通过一个月的大规模长周期环境训练和强化学习（RL）进行后训练优化，性能提升并非来自参数增加，而是来自后训练阶段的扩展。他总结称，大模型竞争已经从单纯比拼参数规模，进入探索“多维 Scaling”的阶段，未来模型能力提升将更多依赖训练策略、推理深度以及后训练能力的持续优化。",1787139300000,"ODAILY","Wed Aug 19 2026 11:35:00 GMT+0000 (Coordinated Universal Time)",{"id":34,"title":35,"content":36,"publishTime":37,"important":9,"sourceName":38,"language":18,"dateString":39},226674,"fomo 任命 Clicker 创建者 Kyle 为合作负责人","Foresight News 消息，fomo 宣布任命社交交易网络 Clicker 创建者 Kyle 为合作负责人（Head of Partnerships），重点推进公链合作及 team tags 相关业务，帮助提升活跃度、项目团队直接触达代币持有者。Kyle 此前曾天使投资 fomo，其公开账户位列 fomo 历史交易排行榜前 20 名。",1794051600000,"Foresight News","Sat Nov 07 2026 11:40:00 GMT+0000 (Coordinated Universal Time)",{"id":41,"title":42,"content":43,"publishTime":44,"important":45,"sourceName":38,"language":18,"dateString":46},226663,"Bankr 集成 Coinbase for Agents，支持通过聊天交易加密货币及股票等","Foresight News 消息，Coinbase 开发者平台宣布，Bankr 已集成 Coinbase for Agents，支持连接用户的 Coinbase 账户。用户可通过聊天查看 Coinbase 投资组合、交易加密货币、股票及期货，以及转移资金。此外，Bankr 支持在 EVM 网络和 Solana 上执行链上操作，并通过非托管钱包进行代币兑换、跨链及交易。",1794046200000,true,"Sat Nov 07 2026 10:10:00 GMT+0000 (Coordinated Universal Time)",{"id":48,"title":49,"content":50,"publishTime":51,"important":9,"sourceName":52,"language":18,"dateString":53},226614,"Dash：不要使用Eclipse交易，有用户损失资金且未获补偿","PANews 11月7日消息，Dash 在 X 平台呼吁用户不要使用 Eclipse，称已有用户在尝试交易时损失资金，且尚未得到全额补偿。Dash 建议，优先使用 Maya Protocol、NEAR Intents 等可通过区块浏览器查看兑换过程的平台。",1794027480000,"PANews","Sat Nov 07 2026 04:58:00 GMT+0000 (Coordinated Universal 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