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Getting robots to learn real-world tasks takes a lot more than recording hours of human activity. Every task needs to be designed, recorded, processed, labeled with hand movements and language, then quality-checked before it becomes useful training data. Standardizing that entire pipeline across 50+ teams is a big step for physical AI.
wait so instead of burning 50 generations to get one good AI video shot, you can storyboard, block everything in Blender, preview it, and only generate when you’re happy with the result.
3x fewer API calls and up to 5x lower costs.
this is how AI video should work.
The horror collage with the werewolf is wild.
But here’s what makes Magnific Move interesting: animations are generated as code, so individual elements remain editable.
You can even request changes by leaving comments directly on a frame.
A creative brief can sound simple until you have to turn it into a video with a proper beginning, middle, and ending.
For this Black Friday cookie ad, I used CapCut PC with a product image and a prompt to create a secret-agent mission.
The binocular shot introduces the target, the sneaking sequence builds the action, and the tasting shot completes the product story.
I used the timeline to adjust the sequence and refine the transitions. Keeping the music, sound effects, and text on separate tracks also made last-minute changes much less frustrating.
Here's the editing process: https://t.co/br1CxhfzGA
#capcutpc #capcutmarketing #capcutblackfriday #CapCutDidThat
Same ad concept.
Different audience.
Different message.
And somehow, another round of timeline edits.
For this crowd-rush product ad, I wanted to reuse the finished creative but change the messaging for another campaign version.
Instead of manually finding every promotional caption and CTA, I could use Edit Pilot in CapCut PC to describe the updates conversationally and adjust the existing timeline.
It's especially handy when the visuals are already approved but the campaign details keep changing.
One finished edit shouldn't mean starting every version from zero.
Take a look at the workflow: https://t.co/SGdCgTD6c6
#capcutpc #capcutmarketing #capcutblackfriday #CapCutDidThat
One person spots the product.
Two seconds later, the entire room is fighting over it. 😂
I wanted that sudden switch from a casual product reveal to total chaos, but one of my original shots ended right before the crowd really got going.
Repeating frames just made the movement look awkward.
AI Extend in CapCut PC helped me continue the action naturally, so the rush actually feels like a proper scene instead of a chopped-up transition.
If you want to experiment with your own ad ideas, take a look here: https://t.co/6InZ98XSAY
#capcutpc #capcutmarketing #capcutblackfriday #CapCutDidThat
AI Influencer showcases how effortless AI video creation has become with APOB. 💄✨ Starting from a simple storyboard, it delivers a cinematic beauty video featuring realistic makeup effects, smooth camera movements, and seamless product placement that feels incredibly lifelike.
Try it for free: https://t.co/OgsejKYzkt
560B parameters. Native multimodal intelligence. Multiple specialized agents working together.
Ling-3.2-flash is taking on tasks across research, business, design, development, and 3D creation.
What stands out is the ability to turn different types of input into actual deliverables. That's real progress.
Planning a full lineup of Black Friday product ads on a small budget?
This AI duo can make the creative process a lot more manageable.
First, generate your starting product visuals in the new Dreamina Marketing Studio.
Then bring them into CapCut PC, where the real post-editing begins.
CapCut PC’s AI Edit lets you adjust product colors, making it easier to explore different visual directions without recreating the entire ad.
If a shot needs more room, AI Extend can add footage to build out the scene. And when it's time to make everything feel like a proper Black Friday promotion, EditPilot helps add captions, music, and Black Friday templates.
Dreamina gets the visuals started. CapCut PC gives you the tools to shape, refine, and package them into finished marketing ads.
More creative control, fewer production headaches. That's what makes this such a useful Black Friday marketing combo.
Dreamina: https://t.co/0vPUvermRo
CapCut PC: https://t.co/j1hMMbJl2z
#CapCutPC #CapCutDidThat #Dreamina #Smallbusinessmarketing