https://guijiagi.com/categories/ai%E5%BA%94%E7%94%A8/Recent content in AI应用 on AI 实战派 · 从技术到赚钱Hugozh-cn本站内容采用 CC BY-NC-SA 4.0 国际许可协议授权Wed, 07 Oct 2026 16:30:00 +0800https://guijiagi.com/posts/2026-10-07-ai-filing-compliance-china/Wed, 07 Oct 2026 16:30:00 +0800https://guijiagi.com/posts/2026-10-07-ai-filing-compliance-china/截至 8 月底已有 1112 款服务完成备案。对中小企业来说，备案到底是走流程还是真门槛？一篇讲清实操要点。https://guijiagi.com/posts/2026-10-07-ai-solopreneur-model/Wed, 07 Oct 2026 16:18:00 +0800https://guijiagi.com/posts/2026-10-07-ai-solopreneur-model/过去做一门小生意，你得有写代码的、做设计的、写文案的、管运营的，几个人的团队是起步门槛。2026 年这道门槛被工具链大幅削平：写代码有 AI 结对编程助手，做设计有图像生成，写文案有大模型，剪视频有自动化工具，连客服都能用智能体顶着。https://guijiagi.com/posts/2026-10-07-ai-skill-transformation/Wed, 07 Oct 2026 16:12:00 +0800https://guijiagi.com/posts/2026-10-07-ai-skill-transformation/不需要转行，也不必学编程。真正有效的技能迁移，是把 AI 变成你原有手艺的放大器。一套可照做的三步法。https://guijiagi.com/posts/2026-10-07-ai-knowledge-consulting-paid/Wed, 07 Oct 2026 15:18:00 +0800https://guijiagi.com/posts/2026-10-07-ai-knowledge-consulting-paid/两年前「教你用 ChatGPT 提效」还是一门好生意，一套课卖几百元不愁卖。到 2026 年，这个逻辑基本失效了：你能整理的 Prompt 技巧、工具清单、操作步骤，大模型自己张嘴就能教，而且是免费的、实时更新的。https://guijiagi.com/posts/2026-10-07-ai-agent-operation-service/Wed, 07 Oct 2026 15:12:00 +0800https://guijiagi.com/posts/2026-10-07-ai-agent-operation-service/不会写代码的小店主，也想用上智能体客服、自动跟单。帮人部署、调教、维护 Agent 的代运营，正成为新的服务工种。https://guijiagi.com/posts/2026-10-07-ai-content-production-monetization/Wed, 07 Oct 2026 15:00:00 +0800https://guijiagi.com/posts/2026-10-07-ai-content-production-monetization/AI 把单篇内容的边际成本压到几毛钱，但变现的瓶颈从来不是产量。拆解内容生产变现的真实成本与三道坎。https://guijiagi.com/posts/2026-10-07-ai-agent-ecosystem-2026/Wed, 07 Oct 2026 14:00:00 +0800https://guijiagi.com/posts/2026-10-07-ai-agent-ecosystem-2026/AI Agent从单点工具走向协作网络：规划-执行-验证的循环、多Agent分工、记忆共享——Agent架构的2026年全景图。https://guijiagi.com/posts/2026-10-07-ai-loneliness-companion/Wed, 07 Oct 2026 14:00:00 +0800https://guijiagi.com/posts/2026-10-07-ai-loneliness-companion/2026年，AI伴侣进入主流：情感陪伴型对话、角色扮演、24小时在线倾听。它满足了真实需求——都市人的孤独、老年人的空巢、社恐者的表达欲。AI伴侣是第一个"情感大规模工业化"的产品。https://guijiagi.com/posts/2026-10-07-ai-education-research-revolution/Wed, 07 Oct 2026 14:00:00 +0800https://guijiagi.com/posts/2026-10-07-ai-education-research-revolution/AI在科研中的真实角色：文献速读、假设生成、代码实现、论文润色。科研效率翻倍的同时，研究者的核心能力正在从执行转向判断。https://guijiagi.com/posts/2026-10-07-ai-content-verification-reality/Wed, 07 Oct 2026 14:00:00 +0800https://guijiagi.com/posts/2026-10-07-ai-content-verification-reality/AI生成内容占比激增，真假难辨成为社会问题。水印、来源标记、内容认证——信任重建的技术路线正在成型。https://guijiagi.com/posts/2026-10-07-ai-voice-real-time-conversation/Wed, 07 Oct 2026 14:00:00 +0800https://guijiagi.com/posts/2026-10-07-ai-voice-real-time-conversation/推理延迟降到0.3秒以内后，AI语音对话的体验发生质变：打断、插话、语气反馈全部实时。实时语音是Agent交互的新界面。https://guijiagi.com/posts/2026-10-07-long-context-document-strategy/Wed, 07 Oct 2026 12:54:00 +0800https://guijiagi.com/posts/2026-10-07-long-context-document-strategy/128K、1M 上下文听着爽，真塞满了反而中间内容被忽略。长文档处理的正解是切块检索、分层摘要，而不是一股脑全塞进去。https://guijiagi.com/posts/2026-10-07-tts-digital-human-lipsync/Wed, 07 Oct 2026 12:48:00 +0800https://guijiagi.com/posts/2026-10-07-tts-digital-human-lipsync/一段文字，先生成语音，再让一张脸对口型，就是一个数字人短视频。这篇拆清 TTS、唇形同步两段流水线和显存账。https://guijiagi.com/posts/2026-10-07-llm-automation-webhook-cron/Wed, 07 Oct 2026 12:36:00 +0800https://guijiagi.com/posts/2026-10-07-llm-automation-webhook-cron/让 AI 不是被动等你问，而是事件一发生就自动干活：新邮件来了自动摘要、每天早八点自动出日报。这篇讲接入思路。https://guijiagi.com/posts/2026-10-07-batch-llm-api-python-script/Wed, 07 Oct 2026 12:30:00 +0800https://guijiagi.com/posts/2026-10-07-batch-llm-api-python-script/几百条文案要翻译、摘要、分类，一条一条手动问模型是真浪费。这篇给一个带并发、断点续跑、错误重试的批处理模板。https://guijiagi.com/posts/2026-10-07-comfyui-wan-animatediff-video/Wed, 07 Oct 2026 12:24:00 +0800https://guijiagi.com/posts/2026-10-07-comfyui-wan-animatediff-video/静态图玩熟了想动起来？Wan 视频模型直接文生视频，AnimateDiff 让 SD 图动起来。这篇讲清两条路线和显存账。https://guijiagi.com/posts/2026-10-07-comfyui-text-to-image-nodes/Wed, 07 Oct 2026 12:18:00 +0800https://guijiagi.com/posts/2026-10-07-comfyui-text-to-image-nodes/为什么要从一键工具换到 ComfyUI Midjourney、即梦这类工具出图快，但你只能调提示词，背后的采样器、CFG、VAE、ControlNet 全是黑箱。https://guijiagi.com/posts/2026-10-07-few-shot-chain-of-thought-prompting/Wed, 07 Oct 2026 11:54:00 +0800https://guijiagi.com/posts/2026-10-07-few-shot-chain-of-thought-prompting/零样本答错的数学题，加两个示例或一句「让我们一步步思考」就答对了。Few-shot 和 CoT 不是玄学，是激活模型已有推理路径的开关。https://guijiagi.com/posts/2026-10-07-structured-prompt-json-schema-constraints/Wed, 07 Oct 2026 11:48:00 +0800https://guijiagi.com/posts/2026-10-07-structured-prompt-json-schema-constraints/靠「请输出JSON」三个字几乎必翻车。把字段、类型、枚举、必填写进提示，再配合 response_format，输出稳定性立马上一个台阶。https://guijiagi.com/posts/2026-10-07-rag-reranker-bge-cross-encoder/Wed, 07 Oct 2026 11:12:00 +0800https://guijiagi.com/posts/2026-10-07-rag-reranker-bge-cross-encoder/向量召回 Top-20 里往往混着几条看似相关实则跑题的文档。用 bge-reranker 做交叉编码重排，把真正相关的顶到最前，答案质量肉眼可见提升。https://guijiagi.com/posts/2026-10-07-rag-hybrid-retrieval-bm25-vector/Wed, 07 Oct 2026 11:00:00 +0800https://guijiagi.com/posts/2026-10-07-rag-hybrid-retrieval-bm25-vector/纯向量检索对专有名词、编号、代码片段经常漏召。BM25 加向量的混合检索加 RRF 融合，才是生产环境的默认解。https://guijiagi.com/posts/2026-10-07-microsoft-m365-linkedin-ai-agent/Wed, 07 Oct 2026 10:00:00 +0800https://guijiagi.com/posts/2026-10-07-microsoft-m365-linkedin-ai-agent/微软正在推进M365与LinkedIn的深度整合，统一AI Agent入口。当办公、社交、招聘数据打通，企业AI的护城河开始显现。https://guijiagi.com/posts/2026-10-07-humanoid-robot-100k-units-2026/Wed, 07 Oct 2026 09:00:00 +0800https://guijiagi.com/posts/2026-10-07-humanoid-robot-100k-units-2026/据新华社测算，2026年我国人形机器人全年整机产量有望突破10万台。具身智能成为AI最活跃方向之一，从工业生产到医疗手术全面铺开。https://guijiagi.com/posts/2026-10-07-ai-agent-im-fambot-town/Wed, 07 Oct 2026 09:00:00 +0800https://guijiagi.com/posts/2026-10-07-ai-agent-im-fambot-town/无需专用App，AI Agent直接在iMessage、WhatsApp上运行——Fambot帮你协调家庭日程，Town代你处理工作。Agent入口之争正在IM里开打。https://guijiagi.com/posts/2026-10-07-huawei-mate90-30b-on-device-llm/Wed, 07 Oct 2026 08:00:00 +0800https://guijiagi.com/posts/2026-10-07-huawei-mate90-30b-on-device-llm/华为Mate 90国庆当天发布，30B MoE全模态端侧大模型直接在手机本地运行，飞行模式下也能搜照片、修图、处理文档。端侧AI正式进入30B时代。