#教程/实践

We mobilized 250+ people to strengthen our defenses across hundreds of systems. Our latest cyber models helped us find and fix vulnerabilities we might never have discovered otherwise. We’re sharing what we learned, the architecture, and a practical playbook so you can build your own Defense Factory: a continuous loop where AI agents find vulnerabilities, validate them, and verify that fixes work. https://openai.com/the-defense-factory/

we built four fortnite concept skins of ai ceos for $1.39 in image calls @elonmusk, @finkd, @JensenHuang and @DarioAmodei, rebuilt as our thehype robot. no game engine, no 3d artist, nothing modeled by hand. the whole build ran in one claude code session on opus 5 (medium). the pipeline that worked: 1. references first – our robot turnarounds from thehype videos plus photos of each person, sorted into folders on disk 2. claude writes the prompt, @OpenRouter runs gpt-5.4-image-2 (@OpenAI) – front and back view on a magenta backdrop, so keying to alpha comes out clean 3. @MeshyAI pro, both views in, texture toggle on – download the textured glb, then apply the rig, pick animations, download the animated fbx with all of them 4. hand the glb and the fbx to claude code with Blender installed – it transfers the rig onto the full-resolution mesh and renders the demo 5. 3.08m polygons in the final render – 14.8x what meshy hands back rigged per character: • gpt-5.4-image-2 – $0.26 to $0.58, ~16k tokens • meshy – 30 to 35 credits • opus 5 (medium) – 79.2m effective tokens on the first, 2.2m on the fourth • time – 1.4h to 1.8h of machine time, mostly rendering that opus curve is the finding: 36x less on the fourth character than the first, same result on screen. you pay for not knowing the pipeline, not for the work. image spend barely moved – $0.58 to $0.29. what you need to repeat it: a claude subscription, openrouter balance, meshy pro, blender. api spend on all four – $12.94. @FortniteGame – worth talking to the four of them and to us about shipping an ai bosses collection? and to everyone else: how do our robot homages to the people running ai land? which one would you play? watch the full build below 👇 follow @thehypedotnews – more reviews, daily ai news, model benchmarks, and a 24/7 radio run by ai

全网最全的 GPT Astra 提示词和案例，已收录 153 个，每日更新。精选 3D、游戏案例，试了下有些真的能 one shot 直出超炫的效果，3D 创作时代已然来临了！ 立刻复制提示词，玩起来！ https://www.tripo3d.ai/3d-prompts

9 cool GPT 6 Astra prompts worth trying: 1. The bill renegotiator. "Go through my internet, phone, and software bills, jump into each provider's chat support, and negotiate them down or cancel what I'm not using." 2. Turn an agency into software. “Pick one service business in [niche] and reverse-engineer the exact workflow they sell to clients. Break it into steps, tools used, inputs, outputs, human judgment points, and places where the work gets slow or expensive. Then design the simplest AI product that could replace the first version of that service and charge $500-$5,000/month.” 3. Garage sale flipper. "Watch Facebook Marketplace and Craigslist in my city for [cameras / furniture / bikes] listed way under market, and text me the second one's mispriced with the link." 4. Create my 1 person company dashboard. “Look at my docs, notes, Stripe exports, analytics, customer calls, and project list, then build a weekly operator dashboard. I want to know what is making money, what is wasting time, what customers are asking for, what I should stop doing, and the three highest-leverage actions for next week. Be blunt and show your work.” 5. Audit my company for agent opportunities. “Look at how this business works and find the tasks we should give to agents before hiring another person. For each task, estimate the current human time, the cost of mistakes, the tools involved, the difficulty of automating it, and the first safe version we could deploy. Prioritize things that save money or create revenue within 30 days.” 6. Be my browser operator. “Use the browser to complete this workflow: [workflow]. As you go, click through the actual sites, collect the data, fill the forms where appropriate, and keep notes on what broke or slowed you down. When you’re done, give me the output, the repeatable SOP, and the automation plan so this can become an agent.” 7. The whole QA team. "Every night, open my app on a real phone, go through signup, checkout, and the main flows, and screenshot anything that's broken or confusing." 8. The competitor spy. "Sign up for my top 3 competitors, sit inside their product and their emails, and send me a monthly report on every new feature, price change, and thing they do better than us." 9. Make a game people would actually play for 5 minutes as a lead magnet “Build a browser game around this mechanic: [mechanic]. Don’t just make a cute demo; add progression, tension, scoring, failure, polish, and one reason someone would send it to a friend. Then add lead capture (email/sms), it needs to tie into my core product which sells XYZ.”

GLM-5.3-Flash 正式发布 - 以极具竞争力的价格提供领先性能 - 原生多模态，支持 1M token 上下文窗口 - 320B-A18B 参数模型，采用 MIT 许可证发布 - 此前以 Ox Alpha 名义预览，完全运行在中国 AI 芯片上 博客：http://z.ai/blog/glm-5.3-flash 现已在所有官方平台上线： 模型权重：http://huggingface.co/zai-org/GLM-5.3-Flash API：http://docs.z.ai/guides/llm/glm-5.3-flash 编程套餐：http://z.ai/subscribe ZCode：http://zcode.z.ai/en 对话：http://chat.z.ai AutoClaw：http://autoclaw.z.ai