自2025年初DeepSeek ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !Transformer的"二次方注意力瓶颈"的问题是老生常谈了。这个瓶颈到底卡在哪实际工程里怎么绕过去？本文从一个具体问题出发，介绍Mosaic这套多轴注意力分片方案的设计思路。注意力的内存困境注意力机制的计算公式： Attention(Q, K, V) = softmax(QKᵀ / √d) × ...

The first ThreatsDay Bulletin of 2026 lands on a day that already feels symbolic — new year, new breaches, new tricks. If the past twelve months taught defenders anything, it's that threat actors ...

随着 AI agents 日益复杂，在对话与会话之间管理其 state 已成为生产环境落地中最关键的挑战之一。当 agents 需要在多轮交互中保持上下文、从中断的流程中恢复、或对其决策过程进行审计时，传统的无状态（stateless）架构会失效。这正是 State Replay 必不可少的原因 ...

随着畜牧业规模化发展，传统羊群管理方式已难以满足现代牧场需求。本文将介绍一款基于Python开发的羊群管理软件，通过物联网技术实现羊只定位、健康监测和自动化管理，提升牧场运营效率。 平台声明：该文观点仅代表作者本人，搜狐号系信息发布平台 ...

作为一名从事大数据与大模型开发的工程师，我在多家互联网公司见证了企业级 AI 应用从概念验证到生产落地的完整过程，深知传统开发方式的痛点 —— 曾经我们团队花费数周时间搭建一个基础的 RAG 系统，而现在使用 LazyLLM 可能只需要几个小时。 商汤大装置 ...

In this tutorial, we explore how we can orchestrate a team of specialized AI agents locally using an efficient manager-agent architecture powered by TinyLlama. We walk through how we build structured ...

Cybersecurity researchers have discovered a set of seven npm packages published by a single threat actor that leverages a cloaking service called Adspect to differentiate between real victims and ...

Apple Martin posed with a white python for Self-Portrait’s Resort 2026 campaign, shot by photographer Ryan McGinley at an upstate New York apple orchard. An apple and a snake tempt visitors to a lush ...

In this tutorial, we will discover how to harness the power of an advanced AI Agent, augmented with both Python execution and result-validation capabilities, to tackle complex computational tasks. By ...

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