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🧵 This is an entire short film's visual development. One board. One tab. Character sheets, environments, retakes, animated clips, storyboard. And an AI assistant that can see all of it, including which shots I've approved or rejected. DOME 7 x LetzAI Canvas. Workflow below ...

Marco

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28,444 görüntüleme • 1 ay önce •via X (Twitter)

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I still see AI video framed in simple terms: prompt in, clip out. What caught my attention about PixVerse Live Party, an early experiment that explores a more interactive direction. It features Reina, an AI fan host, in a football themed experience where users can join in around cheering and share AI generated moments. This is the experiment I was looking at: I would not describe it as a finished livestreaming product. To me, it is an early look at how AI video could move beyond standalone clips and become part of a more social, character driven experience.

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THAT'S CRAZY, THIS CHINESE FOUNDER BUILT A MASSIVE MAC MINI FARM AND EACH ONE RUNNING ITS OWN HERMES AI AGENT LIKE A FULL-TIME EMPLOYEE He's not running one AI assistant. He's running an entire workforce. The stack: Mac Mini + Hermes, scaled out across a full physical farm. Every single Mac Mini in the rack runs its own instance of Hermes Agent – and each one has its own dedicated job. Not duplicated tasks. Actual division of labor, machine by machine, the way you'd structure a real team. No salaries. No sick days. No onboarding. Just racks of hardware, each one handling its own piece of the business, running in parallel, 24/7. This is what it looks like when "AI agent" stops being one chatbot on your laptop and starts being an actual operation. Most people are running one AI tool. This guy built a company out of them. Bookmark this post. Full setup in the video below.

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Kiryu might have originally been the one to fight Bryce In the sound files of Bryce's dynamic intro, the sounds are labeled Kru_ (for Kiryu) I've searched all sound files to see if this is a common error and it was not, which leads me to believe it may have been an early version

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Introducing RL Environment Creator Skill Now any one can create RL environments $ npx skills add adithya-s-k/RL_Envs_101 > You can create environments across multiple frameworks like OpenEnv, OpenReward, Verifiers, NemoGym ... > the repo has live working examples of environments that your coding agent can reference > The skill is design to first understand what type of model you are training and create an environment while keeping that in mind ps. There’s a lot more to building RL environments that can be used for training. One major aspect is the data, which this skill can’t directly solve. However, the skill will help with implementing tools, rewards, and other components of an RL environment, making it easier to go from idea to implementation quickly across different frameworks. Let me know if you’d be interested in a detailed, end-to-end blog/tutorial on building an environment and actually training a model for a useful use case.

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📖THE STEP MOST CREATORS SKIP IS WHY THEIR AI ANIMATION LOOKS INCONSISTENT Consistency across clips doesn't come from prompting — it comes from the reference image. The pipeline, step by step: ▪ Start with ChatGPT Image 2 — generate a full character design sheet first, not just a single frame. Multiple angles, expressions, and outfit variations in one image keeps the character consistent across every scene ▪ Build a storyboard inside ChatGPT Image 2 as well — define each shot, camera angle, action, and mood before touching Seedance at all. This is the step most people skip and it's the reason clips look disconnected ▪ Define a color palette and lighting mood early — golden afternoon light, soft warm tones, dramatic shadows. Lock those values and repeat them across every prompt ▪ Take each storyboard frame into Seedance 2.0 as the reference image — one frame becomes one clip ▪ Write the Seedance prompt around the character action, not the scene description. The scene is already in the image. The prompt handles motion, camera behavior, and timing ▪ Keep clip duration between 4-6 seconds per shot — shorter clips give more control over pacing and reduce motion drift on character faces ▪ Match camera movement type across consecutive clips — if one shot dollies in, the next should hold or pull back, not dolly again The consistency across these frames comes from the character design sheet, not from luck. Seedance reads the reference image and the prompt together — if the reference is detailed enough, the output stays on-model. This video was created by ALOKXMEHTA 📥 tomorrow: the exact ChatGPT Image 2 prompt structure used to generate a multi-angle character design sheet like this one 🔖One article covers the entire workflow — it is pinned below, do not scroll past it.

📖THE STEP MOST CREATORS SKIP IS WHY THEIR AI ANIMATION LOOKS INCONSISTENT Consistency across clips doesn't come from prompting — it comes from the reference image. The pipeline, step by step: ▪ Start with ChatGPT Image 2 — generate a full character design sheet first, not just a single frame. Multiple angles, expressions, and outfit variations in one image keeps the character consistent across every scene ▪ Build a storyboard inside ChatGPT Image 2 as well — define each shot, camera angle, action, and mood before touching Seedance at all. This is the step most people skip and it's the reason clips look disconnected ▪ Define a color palette and lighting mood early — golden afternoon light, soft warm tones, dramatic shadows. Lock those values and repeat them across every prompt ▪ Take each storyboard frame into Seedance 2.0 as the reference image — one frame becomes one clip ▪ Write the Seedance prompt around the character action, not the scene description. The scene is already in the image. The prompt handles motion, camera behavior, and timing ▪ Keep clip duration between 4-6 seconds per shot — shorter clips give more control over pacing and reduce motion drift on character faces ▪ Match camera movement type across consecutive clips — if one shot dollies in, the next should hold or pull back, not dolly again The consistency across these frames comes from the character design sheet, not from luck. Seedance reads the reference image and the prompt together — if the reference is detailed enough, the output stays on-model. This video was created by ALOKXMEHTA 📥 tomorrow: the exact ChatGPT Image 2 prompt structure used to generate a multi-angle character design sheet like this one 🔖One article covers the entire workflow — it is pinned below, do not scroll past it.

Zentrix⌚️

12,846 görüntüleme • 23 gün önce

I built an AI agent that monitors every post you put out on X It sees what topics, formats, words, time of day, and day of week that work well for you It then gives you posts in your voice that will go viral Seriously It's called the 'make me a banger' button and it's now live in Creator Buddy Creator Buddy is literally the only AI tool in the entire world that is aware of your entire content history. Not even Grok can do this One click...unlimited bangers Never run out of awesome content again

I built an AI agent that monitors every post you put out on X It sees what topics, formats, words, time of day, and day of week that work well for you It then gives you posts in your voice that will go viral Seriously It's called the 'make me a banger' button and it's now live in Creator Buddy Creator Buddy is literally the only AI tool in the entire world that is aware of your entire content history. Not even Grok can do this One click...unlimited bangers Never run out of awesome content again

Alex Finn

21,214 görüntüleme • 1 yıl önce

so you're telling me an account can get 200k followers in a month just by cloning videos? i analyzed this page and all of their content is AI so i spent my whole weekend recreating their whole workflow and i'm pretty sure i got it made an automation that turns this process from hours to minutes and filmed a full video guide on how you can do it too repost, reply 'me' and i'll send it over (must be following or else i can't DM)

so you're telling me an account can get 200k followers in a month just by cloning videos? i analyzed this page and all of their content is AI so i spent my whole weekend recreating their whole workflow and i'm pretty sure i got it made an automation that turns this process from hours to minutes and filmed a full video guide on how you can do it too repost, reply 'me' and i'll send it over (must be following or else i can't DM)

SimonasDip

15,084 görüntüleme • 4 ay önce