3 Steps to AI Video Fame✨WebSocket+Copilot Auto-Update, Newbies Win Too | 3 步 AI 视频封神✨WebSocket+Copilot 自动更，小白也能卷赢

Granite Runs Locally + OpenCV Generates Videos, Real-Time Sync Latest Version, Easy for Anyone! | Granite 本地跑 + OpenCV 生视频，实时同步最新版，有手就会！

Content creators going crazy over human-centric videos🤯 Scriptwriting fries your brain, editing cramps your hands, and you can never keep up with tool updates? Lifesaver! These 3 steps string 4 techs into a foolproof workflow—auto-pull latest version, easy for anyone, no coding needed～

🤖 Step 1: Call Copilot’s new BFF Mico for help!🫶 Microsoft’s 12 major updates are no joke. Type “Write a makeup review human video script”, Mico auto-syncs the latest compliance template and directly calls IBM Granite 4.0 Nano—this lightweight open-source model is amazing! No downloads, no heavy computing, runs locally in your browser, auto-verifies script logic, and even optimizes “speech rhythm”. Newbies will scream “Wow”!

🔌 Step 2: Enable WebSocket real-time boost!📡 Don’t think it’s only for programmers～ Copy-paste ready-made config to link Copilot, Granite, and OpenCV founders’ AI video tool in real-time. Script edits and materials sync instantly, and it auto-pulls the latest model version. No more manual file transfers or loading waits—smooth like using a speed booster!

🎥 Step 3: OpenCV AI Video Tool seals the deal!👑 With the groundwork laid, just relax～ The tool automatically receives the optimized script via WebSocket, uses the latest generation engine to create 3-minute HD human-centric videos. Expressions and movements are so natural they don’t look AI-generated. Content creators can add BGM and post directly—traffic hack unlocked!

Summary: Copilot as strategist + Granite as brain + WebSocket as signal carrier + OpenCV as finisher. Auto-update latest version throughout, 3 steps to create viral human videos. Newbies rush blindly—no more envying others’ AI tools! How many viral videos have you made with this trick? Share in comments!👇

自媒体肝人像视频真的要疯🤯 写脚本脑壳痛，剪视频手抽筋，还总跟不上工具更新？救大命！这 3 步把四大黑科技串成傻瓜流程，自动拉最新版，有手就会，全程不用懂代码～

🤖 第一步：喊 Copilot 新宠 Mico 救命！🫶 微软 12 大更新不是盖的，输入 “帮我写美妆测评人像脚本”，Mico 自动同步最新合规模板，还能直接调用 IBM Granite 4.0 Nano—— 这轻量开源模型绝了，不用下载不用大算力，浏览器里直接本地跑，自动校验脚本逻辑，连 “口播节奏” 都帮你优化，小白看了都直呼 “哇塞”！

🔌 第二步：开 WebSocket 实时挂 buff！📡 别以为这是程序员专属～ 复制粘贴现成配置，就能让 Copilot、Granite 和 OpenCV 团队的 AI 视频工具实时联动，素材、脚本修改秒同步，还能自动拉取最新模型版本，再也不用手动传文件、等加载，丝滑到像开了加速器！

🎥 第三步：OpenCV AI 视频工具收尾封神！👑 前面铺垫好，这里直接躺赢～ 工具自动接收 WebSocket 传来的优化脚本，调用最新版生成引擎，生成长达 3 分钟的高清人像视频，表情、动作自然到不像 AI 做的，自媒体直接配个 BGM 就能发，流量密码拿捏了！

总结：Copilot 当军师 + Granite 做大脑 + WebSocket 传信号 + OpenCV 出成品，全程自动更最新版，3 步搞定爆款人像视频，新手闭眼冲，再也不用羡慕别人的 AI 神器啦～ 你们用这招出过多少爆款？评论区晒图！👇

AI Anti-Hustle! Siri+Canva More Necessary Than ChatGPT? | AI 反卷！Siri+Canva 竟比 ChatGPT 更刚需？💥

Gemini x Canva x OpenAI: 2025 AI Trends You Can’t Miss! ｜ 苹果 Gemini 炸场 + 企业 AI 落地，这波不看血亏！

AI circle was wilder than my love life this week!💥 All are auto-update latest version, super easy tools—regret missing them!

🍎 Apple Siri secretly got Gemini core! It used to be useless—ask for weather and it’d recommend pizza! Now with end-cloud collaboration large-scale deployment, auto-pull latest model, even “order boba less sugar no ice” gets instant response, voice interaction is smooth enough to worship～

🤖 Microsoft dropped big money on OpenAI!💰 ChatGPT suddenly changed rules—no more random legal/medical advice (fully complies with EU AI Act), auto-sync compliance policies. Workers no longer fear pitfalls, safety level maxed!

💣 Enterprises don’t be silly! Used to chase big models but they just collect dust after landing? Turns out process intelligence + measurable ROI is key. Auto-generate landing results, no need to stay up late revising plans—easy for anyone!

⚠️ AI security double-edged sword alert! Landing speed like a rocket but risks doubled? Human oversight is a must! Lucky there’s auto-risk control now—no need to stare at screens scared of mistakes, workers can finally breathe～

🎨 Canva rocks the “Imagination Era”! Creativity no longer dies in your head—auto turns inspiration into deliverables. IT leaders copy blindly, easy to get results, no more arguing with designers～

✅ Summary: 6 major AI updates full of value! Auto-update latest version, super easy to use. Whether you’re a worker or ITer, just rush! Which one do you think is the best? Chat in comments～

AI 圈这一周比我的恋爱还刺激！💥 全是自动更最新版、有手就会的黑科技，错过真的要拍大腿！

🍎 苹果 Siri 偷偷换 Gemini 芯啦！之前喊 Siri 查天气都能答非所问，现在端云协同大规模部署，自动拉取最新模型，连 “帮我订奶茶少糖去冰” 都秒响应，语音交互丝滑到想封神～

🤖 微软砸钱 OpenAI 藏大招！💰 ChatGPT 突然改规矩，法律 / 医疗建议再也不瞎给（完美贴合规 EU AI Act），自动同步合规政策，打工人用着再也不怕踩坑，安全感拉满！

💣 企业 AI 别当冤种老板！之前跟风冲大模型，结果落地即吃灰？原来 process intelligence + 可量化 ROI 才是王道，自动生成落地结果，不用熬夜改方案，有手就会～

⚠️ AI 安全双刃剑预警！落地速度堪比火箭，风险却翻倍？human oversight 真的不能少！还好现在有自动风控，不用盯着屏幕生怕出岔子，打工人终于能喘口气～

🎨 Canva 杀疯了 “想象力时代”！创意再也不用烂在脑子里，自动把灵感变成可交付产出，IT leader 闭眼抄作业，有手就会出成果，再也不用跟设计掰头～

✅ 总结：6 个 AI 重磅更新全是干货！自动更最新版、简单易用有手就会，不管是打工人还是 ITer 都能直接冲，你们觉得哪个最香？评论区聊聊～

No-Code, No BS—AI One-Click Full-Stack Go Live(websocket, maps-live,vibe-coding) | 零代码不扯！AI一键全栈上线💥

Ctrl+C/V is dead—Ctrl+AI is the real hack.   | Ctrl+C/V 已经过时，Ctrl+AI 才是真·效率外挂！

👭Friends still pulling all-nighters? I shipped a live-chat🎤 + maps📍 + gallery🖼️ combo app in 5 minutes—boss thought I hired外包！

🌟 “Zero-code” means AI writes, not you.

Steps:

1️⃣ npm i ws, server spins up.

2️⃣ 6-line Gemini Python, ask @google-maps “which bubble-tea is open?”—gets lat/lon + walk time.

3️⃣ One sentence in Google Vibe Coding → React gallery auto-deployed on Cloud Run.

Old way: 2 weeks. AI way: 5 min.

Tips: ping every 30 s, edge proxy for speed, export to GitHub Actions when free tier dies.

Ops👩‍💻, students🎓, PMs🕴️—everyone wins.

Remember: 

It won’t be AI that replaces you—it’ll be your colleague who can wield AI! Now copy the code above, and go make your life/work/side-hustle run on full autopilot!

小伙伴们👭，还在熬夜改需求？我今晚**5分钟**上线了一个**实时弹幕+地图+相册**三合一App，老板以为我偷偷请了外包！  

🌟 “零代码”不是不写代码，而是**让AI替你写**！  

实操步骤：

1️⃣ 打开终端，npm i ws → 弹幕服务器跑起来！

2️⃣ 复制Gemini 6行Python，@google-maps直接问“附近哪家奶茶店还开着？”——答案带经纬度+步行分钟，比男朋友还贴心❤️

3️⃣ 冲进Google Vibe Coding，一句人话生成React相册，Cloud Run自动部署，URL甩朋友圈秒变全栈工程师！

效率提升肉眼可见：

• 旧方案：需求→PRD→前后端→测试→上线（2周）

• AI方案：说一句→喝杯咖啡→done（5分钟）

小贴士：

• WebSocket心跳包别忘了setInterval(ping,30s)，不然断线到哭！

• Gemini国内拉取地图慢？挂个边缘代理，延迟直降200ms！

• Vibe Coding免费额度用完？把项目导出来扔GitHub Actions，继续白嫖！

适合谁？

• 运营小姐姐：活动页一句话生成，不再求技术排期

• 学生党：毕业设计实时弹幕+地图定位，答辩老师直接给A！

• 产品经理：原型可交互+可部署，投资人当场打钱！

搜这些关键词，马上学！

记住：

未来淘汰你的不是AI，而是**会用AI的同事**！现在**复制上面的代码**，去把**生活/工作/副业**统统自动化吧！🚀 

Ditch the video grind—data pipeline + genai, one-click viral vlogs | 别再当视频苦力！数据管道+AI一键爆款vlog💥

Your life data is the ultimate AI co-pilot! | 你的生活数据，才是AI创作的超强外挂！

💡 The Secret Skill Beating Your Colleagues with AI  

I spent 3 nights editing a report video, while my colleague Xiao Wang generated a polished short in 30 mins with AI! His secret? Feeding AI with machine data like step counts, calendar schedules, and food delivery records!

🚀 3 Steps to Build Your Personal AI Studio  

1️⃣ Unified Collection (Machine Data Pipeline)  

Use apps like IFTTT to auto-capture:  

- Network traffic (NetFlow)  

- App usage metrics (API metrics)  

- Location logs (Syslog)  

Encrypt and upload to the cloud (Security first!)

2️⃣ Context Tagging (Data Governance in Action)  

Label data with meaning:  

- "Fitness data + cloudy day" = indoor workout scene  

- "Hotpot delivery + weekend" = healing life moments  

Use edge computing for local processing—saves data and privacy!

3️⃣ AI Video Generation (Google Veo 3.1 in Action)  

Throw tagged data into Google Vertex AI:  

- Input prompt: "A productive weekend of an office worker"  

- Call Veo 3.1 model for 1080p 30s video  

- Use Imagen 3 for cover art, VideoFX for shot adjustment  

Pay-per-second API costs less than buying GPUs!

🎯 Real Results  

- Weekend vlog views doubled—platforms favor data-rich content  

- Monthly reports auto-generated as videos, praised for "data-driven thinking"  

- Deepfake concerns? Apply compliance watermarks for peace of mind!

✨ Pro Tips  

- Sync smartwatch heart rate data with video rhythm for auto-beat editing  

- Generate troubleshooting videos when NetFlow anomalies occur (IT folks cheer!)  

- Build a continuous feedback loop to train AI on your style—it gets smarter!

💡 普通人用AI卷翻同事的隐藏技能  

上次做汇报视频，我熬了3个夜剪片子，同事小王却用AI半小时生成质感短片！秘密竟是——他把手机步数、日历日程、外卖记录这些机器数据（Machine Data）全喂给了AI！

🚀 核心操作：三步打造个人AI制片厂  

1️⃣ 统一采集（机器数据管道）  

在手机装个自动化工具（如IFTTT），自动抓取：  

- 网络流量（NetFlow）  

- App使用时长（API指标）  

- 地理位置日志（Syslog）  

所有数据加密上传云端（安全合规第一！）

2️⃣ 上下文标注（数据治理实战）  

用标签工具给数据加戏：  

- “健身数据+阴天”＝室内运动场景  

- “外卖火锅+周末”＝生活治愈片段  

记得用边缘计算在手机预处理，省流量又护隐私！

3️⃣ AI视频生成（Google Veo 3.1发力）  

把标注好的数据丢进Google Vertex AI：  

- 输入文案：“打工人周末自律日记”  

- 调用Veo 3.1模型生成1080p 30秒视频  

- 用Imagen 3补张封面图，VideoFX调整镜头  

API按秒计费，比买显卡便宜多了！

🎯 亲测效果  

- 周末探店视频播放量翻倍，平台推荐算法更爱数据完整的作品  

- 月度复盘用AI自动生成视频报告，老板夸“有数据思维”  

- 深度伪造检测？提前用合规水印，安全感拉满！

✨ 进阶技巧  

- 把智能手环心率数据绑定视频节奏，剪辑自动卡点  

- NetFlow流量异常时自动生成故障排查视频（IT人狂喜）  

- 用持续反馈闭环让AI学习你的审美，越用越懂你

Stop Note-Taking Pain—AI One-Click, Efficiency Skyrockets | 别再苦抄笔记！用AI一键效率爆表💥

One prompt = hard work gone!  | 一个提示词，代替你爆肝！🤯

Tired of drowning in notes, reports, and feedback? Fear not! With DeepSeek-OCR, Codex, and Strella AI Interviews, you’ll build a smart note-taking app and run your life like a pro.

📸1. DeepSeek-OCR — Turns Text into Images, 10x Compression Magic!

Tons of PDFs crashing your LLM? DeepSeek flips logic—treats text as images, 512×512 visual tokens, 10x compression, 97% accuracy. 100 pages done in seconds, no token meltdown!

💻2. Codex — Code Faster Than Coffee Works!

Say: “Build me an AI app to analyze notes.”

Codex: “Got it!” — spits out TypeScript+React, pushes to GitHub! Free version fine, paid one godlike. 3 monthes’ project? Done in four days.

🧠3. Strella AI Interviews — AI Does Your User Research!

Zoom-like interviews, auto-follow-ups, live screen share, honest feedback, instant charts. No dropouts, 100% completion.

✨Example: Jane uses DeepSeek to compress notes → Codex to build an app → Strella to collect feedback. In 3 days, her AI notes app goes viral—teacher wants to buy it! 😂

🌈AI isn’t replacing you—it’s upgrading you! Try this trio and watch your stress evaporate!

是不是常常被笔记、报告、反馈搞得心态炸裂？别怕，我来救你！用三个AI神器——DeepSeek-OCR、Codex、和Strella AI访谈，轻松打造一个“智能学习笔记App”，让生活像自动档一样丝滑～

📸第一剑：DeepSeek-OCR——笔记变图片，压缩10倍还更准！

以前一堆PDF笔记卡死LLM？DeepSeek这波逆天创新，把文字当图像看，512x512小图一压缩，token少10倍，还97%还原度！你100页资料？几秒钟扫完！从此再也不怕“token爆表”。

💻第二剑：Codex——3天速成程序媛！

打开VS Code，敲一句Prompt：“帮我写个能分析笔记的app。”

Codex：好嘞！TypeScript+React一气呵成，还自动push GitHub！

免费版能用，付费版更爽，作者亲测：3个月项目4天干完！😎

🧠第三剑：Strella AI访谈——AI主持用户调研！

AI像主持人一样Zoom访谈，实时提问、屏幕共享、生成反馈视频和图表。没人掉线，反馈更真实——比人类还会聊天！

✨实战例子：

小芳用DeepSeek把学习笔记变图压缩→用Codex做AI笔记app→再让Strella访谈同学找痛点。三天后，她的AI笔记App火到老师想买版权！😂

🌈AI让你不再加班、不再焦虑，反而更会偷懒！

赶紧收藏这套组合拳，升级你的生活Buff！

🐢💻AI Codes for Free? Claude’s Doing Your Job — Literally! | AI写代码？Claude都免费送了，你还在犹豫?

Hey coders, stop fueling yourself with caffeine! Anthropic’s Claude Haiku 4.5 is now free, and it’s absurdly good — faster, smarter, and cheaper. Pair it with Skills, and suddenly AI doesn’t just chat — it codes, tests, and (yes) deploys!

🐇 1. Lightning-fast coding:

Jump on claude.ai, say “Write a Python weather scraper.”

Claude Haiku 4.5 instantly delivers clean code with its massive 200K context — perfect for big projects.

Skills work like a custom memory + toolkit: preload templates, code rules, or scripts (“Always use async,” “Add comments in Chinese”). Claude remembers, loads, and obeys.

🐱 2. Auto quality checks:

Your Skills can run linters, logic analyzers, or vulnerability scripts.

Claude finds bugs, suggests fixes, and formats your code neatly — your virtual QA buddy.

Tested safe, stable, and smarter than your 2 a.m. self. 😂

🐙 3. (Optional) Deployment magic:

Hook Claude to APIs or Sonnet: Sonnet plans, Haiku executes subtasks.

Skills can hold deploy scripts, meaning you just type:

“Claude, deploy my new version.”

Then sip bubble tea while AI handles the rest. ☁️

🌸 4. Real example:

Prompt: “Write a Python number guessing game using my Skills for quality check.”

import random  # Random module, cute as a kitten 🐱

def guess_number():

    num = random.randint(1, 10)

    guess = int(input("Guess a number between 1–10! 😊"))

    if guess == num:

        print("Yay, jackpot! 🎉")

    else:

        print("Oops! It was", num, "Try again~ 😜")

# Skills check: Syntax OK, randomness fine, input safe. 👍

guess_number()

Runs flawlessly with a quality report — adorable and powerful!

🧠 Bottom line:

Claude Haiku 4.5 + Skills = AI that codes while you nap.

You’re not lazy — you’re just managing smarter.

嘿，各位被代码折磨到怀疑人生的程序猿们，是时候放下咖啡，拥抱AI啦！Anthropic 最近放大招——Claude Haiku 4.5 免费开放！

这家伙小而快，聪明得离谱。配合新出的 Skills 功能，简直像给AI装上了外挂：它能写代码、自动查错、甚至帮你部署项目（没骗你，真能干！）。

🐇 一、写代码快到飞起！

打开 claude.ai 官网，输入一句：“用Python写个天气爬虫”。

Claude Haiku 4.5 一秒吐出干净优雅的代码。

它拥有 200K上下文窗口，能同时理解整个项目结构，不怕大代码。

而 Skills 呢？就是 Claude 的“私人记事本+工具箱”🧰。

你可以上传自定义指令，比如“保持代码PEP8规范”“用中文注释”，

Claude 会自动加载这些技能，像个忠诚小助手，永远记得你的小癖好。

🐱 二、自动化质量检查，像AI在你肩膀上拍肩膀：

你可以让 Claude 的 Skills 执行自定义的检测脚本，比如：

• 语法与逻辑扫描
  
  

• 代码风格统一
  
  

• 安全漏洞检测
  
  结果？Claude像个温柔的QA工程师，指出你的小失误，还顺带修好。
  
  Red Team实测：比你凌晨2点的状态可靠100倍。😂
  
  

🐙 三、（可选）部署支持：

如果你接入Claude API，它能与Sonnet协作——Sonnet规划、Haiku执行。

比如自动重构文件、并行处理任务、打包部署。

Skills还能设置为“命令集”，让Claude直接调用shell脚本或云部署脚本。

一句话：“Claude，发布我新版本。”

然后你去喝奶茶，代码自己上线了☁️。

🌸 四、实际例子：

输入：

用Python写个猜数字游戏，并用我的Skills模板检查代码质量。

Claude瞬间输出👇：

import random  # 可爱随机模块🐱

def guess_number():

    num = random.randint(1, 10)

    guess = int(input("猜一个1-10的数字吧！😊"))

    if guess == num:

        print("中奖了！🎉")

    else:

        print(f"哎呀，答案是 {num}，下次加油哦~ 😜")

# Skills检查：语法正确，随机性良好，无输入漏洞。👍

guess_number()

运行完美，还附带自动质量报告，简直萌化你心。

🧠 总结：

Claude Haiku 4.5 + Skills = 从键盘苦工变项目导演。

免费又聪明，不用配置环境，不用写长prompt。

只要一句话，AI自己干完。

别再手敲代码啦，让Claude敲，你敲键盘只是浪费电。⚡