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⚡🤖 AI-generated visualization of an async e-motor — created only with prompts 💬 No manual modeling. Just ideas ➝ prompts ➝ physics visualization 🧲⚙️ AI turning words into engineering visuals 🔄⚡ #AI #PromptEngineering #ElectricMotor #Engineering #Simulation #Tech

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Daniel

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22,114 просмотров • 4 месяцев назад •via X (Twitter)

Наука и технологии#AI#PromptEngineering#ElectricMotor#Engineering#Simulation#Tech
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CONTEXT ENGINEERING > PROMPT ENGINEERING Everyone is obsessed with writing better prompts. The next generation of AI builders is focused on context engineering instead. • Prompt engineering shapes the question. Context engineering shapes everything the AI sees. • Great prompts can't save an agent missing critical context, memory, or tools. • AI failures often come from missing information, not weak models. • Context engineering combines prompts, memory, RAG, state management, and tool access into one system. What powers effective AI agents? → Memory: Remembers preferences, past interactions, and ongoing tasks. → State Management: Tracks progress across multi-step workflows. → RAG: Retrieves only the most relevant information when needed. → Tools: Connects AI to APIs, databases, code execution, and real-world actions. → Dynamic Prompts: Enriches instructions with live context at runtime. The key insight: Prompt Engineering = Better Questions Context Engineering = Better Systems The future of AI isn't building smarter prompts. It's building smarter environments for AI to think, remember, retrieve, and act.
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CONTEXT ENGINEERING > PROMPT ENGINEERING Everyone is obsessed with writing better prompts. The next generation of AI builders is focused on context engineering instead. • Prompt engineering shapes the question. Context engineering shapes everything the AI sees. • Great prompts can't save an agent missing critical context, memory, or tools. • AI failures often come from missing information, not weak models. • Context engineering combines prompts, memory, RAG, state management, and tool access into one system. What powers effective AI agents? → Memory: Remembers preferences, past interactions, and ongoing tasks. → State Management: Tracks progress across multi-step workflows. → RAG: Retrieves only the most relevant information when needed. → Tools: Connects AI to APIs, databases, code execution, and real-world actions. → Dynamic Prompts: Enriches instructions with live context at runtime. The key insight: Prompt Engineering = Better Questions Context Engineering = Better Systems The future of AI isn't building smarter prompts. It's building smarter environments for AI to think, remember, retrieve, and act.

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Just used to generate a fully functional model & animation of the ATP synthase (a key enzyme) in action: rotor, membrane, labeled components... Built in Blender by Manus, straight from my (natural language) prompts. Now imagine teachers… or students asking an AI for a real-time animated view of their lesson: biology, physics, medicine, engineering, math, etc. This is happening.
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Designed this site in Fable 5 with just a few prompts. And no, this is not a lame post where I attach my actual (not AI) work on an AI post to get views by making fun of a launch. This is actually Fable 5, as you can clearly see (with some of the elements that scream AI generated). But man is it doing a great job!
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This is crazy 🤯 I built an app in 10 minutes I built the distribution in 5 minutes Literally created a beautiful APP w functional navigation in 2-3 prompts And then Cooked up and AI reel to promote my new app in literally 5 minutes, Using Arcads I used to think AI UGC was cooked but.. The quality of these AI reels is insane. You can literally mass produce the reel format and post 30-60 reels/mo (then if any video gets above 5k views organically , throw it on ads) and you are on the money. im 100% serious Me and Mau have an app doing $1,000/day with just 4 winning UGC videos running on spark ads But now you can save time and money by having your UGC generated with AI We are living in the ERA of prompts a few prompts, can change your life
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288,533 просмотров • 1 год назад

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I'm playing around with generative AI tools and stitching them together into visual stories. Here I took the first few sentences of Pride and Prejudice and made it into a video. The gen stack used for this one: - Anthropic Claude took the first chapter, generated the scenes and the individual prompts to to the image generator. - Ideogram took the prompts and generate the images - Luma took the images and animated them - for narration - VEED | AI Video Creation to stitch it together (Many of these choices are just what I happened to use for this one while exploring a bunch of things). Anyway honestly it was pretty messy and there is a ton of copy pasting between all of the tools, and even this little video with 3 scenes took me about an hour. There is a huge storytelling opportunity here for whoever can make this convenient. Who is building the first 100% AI-native movie maker?

Andrej Karpathy

608,746 просмотров • 2 лет назад

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Factory

327,596 просмотров • 1 год назад

Flova AI 1.0 is officially here！ AI video creation is entering the Skill Era. MASSIVE PERKS DROPPING! 🚀 Follow FlovaAI, RT & comment within the first 12 hours of this post to claim 500 Credits—GUARANTEED for everyone! 💥 Plus, the first 100 users score a FREE 1-month Flova Membership! 🎉🎉 Flova 1.0 — Your Personal AI Video Agent Partner Until now, creating with AI meant learning “magic spells” and juggling a dozen tools. Flova 1.0 ends that cycle. 1️⃣Skill-ify Your Taste 🧠 Don't just generate; build. Package your prompts, model choices, and workflows into a "Skill." Your creative DNA becomes a reusable system—a content machine that actually understands you. 2️⃣Natural Language Only 💬 No prompt engineering required. Describe your vision in plain English. Flova’s Agent automatically selects the best models and executes the logic end-to-end. 3️⃣The Unified Workspace 🎬 Script, images, video, voice, and music on one timeline. All the world’s leading AI models, zero tool-switching. 4️⃣Precision Autopilot 🤝 Context-aware collaboration. You provide the creative spark; Flova handles the complex execution. Your taste is now a system. Your system is now a business. Turn your workflow and taste into skills. AI that works your way. Experience Flova AI 1.0: 🔗 #FlovaAI #AIVideo #AIAgent #GenerativeAI #Flova1
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Flova AI 1.0 is officially here！ AI video creation is entering the Skill Era. MASSIVE PERKS DROPPING! 🚀 Follow FlovaAI, RT & comment within the first 12 hours of this post to claim 500 Credits—GUARANTEED for everyone! 💥 Plus, the first 100 users score a FREE 1-month Flova Membership! 🎉🎉 Flova 1.0 — Your Personal AI Video Agent Partner Until now, creating with AI meant learning “magic spells” and juggling a dozen tools. Flova 1.0 ends that cycle. 1️⃣Skill-ify Your Taste 🧠 Don't just generate; build. Package your prompts, model choices, and workflows into a "Skill." Your creative DNA becomes a reusable system—a content machine that actually understands you. 2️⃣Natural Language Only 💬 No prompt engineering required. Describe your vision in plain English. Flova’s Agent automatically selects the best models and executes the logic end-to-end. 3️⃣The Unified Workspace 🎬 Script, images, video, voice, and music on one timeline. All the world’s leading AI models, zero tool-switching. 4️⃣Precision Autopilot 🤝 Context-aware collaboration. You provide the creative spark; Flova handles the complex execution. Your taste is now a system. Your system is now a business. Turn your workflow and taste into skills. AI that works your way. Experience Flova AI 1.0: 🔗 #FlovaAI #AIVideo #AIAgent #GenerativeAI #Flova1

FlovaAI

46,145 просмотров • 1 месяц назад