Get spatial and character consistency by combining AI with 3D. Learn to create your avatar and generate quality clips with built-in prompts and tools, in this thread 🧵👇

To create the video you saw, I combined 3D worlds from @theworldlabs with image and video generation from @higgsfield_ai, using Seedream, nano banana, and Kling. It sounds complex, but I’ll break it down to keep it simple.

Let’s start with the 3D world. Worldlabs has opened a waitlist to try out their model that can generate interactive 3D environments from images. While we wait, we can explore some of their worlds, like this one. I’ll explain what we’re doing below 👇

Once you're in, you can move around the scene and take screenshots from any angle to prep for the final composition with your character. It’s awesome! Next, I’ll show you how to do the composition 👇

To keep going with the compositions, we need a character. I created a version of myself using Higgsfield Photodump Studio. I shared the tutorial yesterday in case you need help with that. Let’s keep going! 👇

From here, it’s all about combining the scenes with the character and using a prompt similar to the one I left in the ALT text of the screenshot.

Iterate and generate new scenes in different locations. Now I’ll show you how to transition between them! It’s super easy, and once again, all within Higgs!

Go to Video Creation, select the Kling 2.1 model, and you can generate videos from a single frame (like the first clip) or control the start and end with two frames, here, the second clip. You’ll find both prompts in the ALTs.

Keep iterating and building out the full scene, the consistency is amazing! Wanna try this full workflow yourself? Use my partner link with Higgsfield right here:

Hope you liked it! Follow me at @techhalla for more guides, tutorials, and generative AI workflows, and don’t forget to drop a like, repost, and bookmark on the main post. It really helps me keep creating content like this!

man, this is so bad ass.

🤜🏻🤛🏻

Took a few minutes, huh?

Muy buena 🤜🤛

Gracias Ramon!

Amazing stuff.

Thanks so much

Excited to try this, spatial consistency is a game changer!

Amazing work, TechHalla!

Thanks!!

Daz3d and Poser for low poly scenes! I am getting back into that but haven’t had time to play much. (I used to be a heavy Poser user but it was ages ago.)

that would be super interesting to test

I will do some screenshot walkthroughs when I actually get back into that. And I will, I’m just dealing with family stuff and client proj rn

A dream come true

🤯

☺️

Introduce me to your doctor hair transplanter , he did great job 😆

The key is this

Haters will say it's Photoshop 😆

😂😂

Class in session at my favorite school of 2025 😅🧑‍💻

😁😁

👍 Got into WorldLabs. Testing it out soon !

Awesome

You've explained it well

Thanks so much!!

🔥🔥

🤜🤛

awesome workflow

Glad you liked it!!

I thought about it but I still think worldlab is not quite there, the environment that looks coherent are too tiny yet, but interesting tech

Agree, but I’m pretty sure this is the future of ai filmmaking

This fire I love the car zoom out 🔥🔥🔥

Thanks mate!

With our avatar and AI tools, we can live in multi spacial worlds at a time. Who'd imagine this a few years ago. And what next ? Again only imagination is the key.

Creators about to level up massively with this.

Awesome workflow, thanks for sharing.

🤜🏻🤛🏻

This is breathtaking. As soon as I saw the clip, I was like wow. That’s Techhalla!

🙏🙏🙏

The result is insane tech!🔥 well done🙌🏻

Thanks brother!

Have you played with Ray3 yet?

Nope, they kicked me out from their CPP. Luma is not in my plans anymore

Love this breakdown 🔥 3D + AI for character consistency = smart workflow. Once the avatar is locked in, pushing it into cartoon styles (Pixar, anime, retro toon...) levels up the creative range. That's where ToonZap shines 🎨

Incredible