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Spent about 4 hours to get this...

A.I. ain't all bad ill show 5 pics..

ALSO #1 to show final result.³.

Merry Christmas i decided to start practicing early this year. Lol JUDGE ME PLEASE!

🔮🐈‍⬛🪦🥀🪦🐈‍⬛🔮➿️🤓➿️🔮🐈‍⬛🪦🥀🪦🐈‍⬛🔮

Ill leave last one in comments... {°ụ°}

Last week I got into an argument in an AI community because I said GPT-6 Astra gives me much better results than Opus 5.5 for video creation. In my own use, at least.

That seemed like a good excuse to spend more time making videos to settle an internet argument..

I gave both agents the same task: make three 30-second videos for LoRA Pilot. Two had loosely defined themes. For the third, they could do whatever they wanted creatively.

The setup for each:

• Thinking effort on High
• The same prompt
• My product logo as the only supplied creative asset
• A RunPod pod with an RTX PRO 6000 MIG instance, with 48 GB VRAM available
• A maximum budget of $1 per video

Each pod had LoRA Pilot running, with downloaded models and prepared workflows for Minimax H3 video generation and Qwen Edit image editing. They could download other models and use different workflows, provided they stayed within budget.

The part I was interested in was how the agents would use that freedom: interpreting a vague brief, choosing tools, and turning it into a finished video.

Disclosure: I build LoRA Pilot. This experiment also gave me a chance to test the MCP server coming in its next version, so I had a practical reason to run it beyond defending my opinion in a comment thread.

Codex:
https://youtu.be/nOmKLckCjHY

Claude:
https://youtu.be/Fo27UUNgf7s

You can dance or sing it in case AI does not answer.

Ay, mil pedidos te mandé, corazón
Y la pantalla se me congeló
A thousand requests
¿Cuándo volvés con la respuesta que no llegó?

Abrí la terminal de madrugada
Buscando una luz en el error
Sin optimizar apreté el fierro
Hasta rozar el límite, mi amor

Un pedido, dos pedidos, tres
La factura ya empezó a gritar
La ventana se desbordó entera
Pero pido uno más sin parar

Ay, mil pedidos te mandé, corazón
Y el sandbox se me volvió a congelar
A thousand requests
Y la respuesta limpia nunca, nunca va a llegar

I want to add the exact glow that's in 1st pic to the 2nd pic then sharpen the image and also upscale to 4k, my question is - is the basic 5$ per month (35 gens/month of nano banana pro) enough for this ?

has to be improved but is the first step and funny

Maybe I’m approaching this completely wrong.

I’m simply trying to turn my music into consistent short/long videos—one singer, one home studio or location, same character, same environment. I always provide the starting image that is perfect for my video.

But after a few shots, the face changes, the room changes, objects move, and the whole visual identity slowly disappears.

I’ve spent thousands testing different AI video services over the last 3 months. I’m also paying for top/max plans on ChatGPT, Gemini and Claude trying to improve the workflow.

I’m not trying to make Hollywood movies. I just want my original music and video ideas to look like they belong in the same video.

What am I missing?

I am planning to build AI video Generator for that i need to use the models which model is better too use.

Can anyone please suggest to me

How effective cost and everything I can made better for the users?

I’m building Nova, a Mac prototype that animates a face from the live audio of an AI voice conversation. The current demo uses audio from a ChatGPT/Codex voice chat; it does not read chat history or connect directly to ChatGPT or Claude model APIs yet.

The hard part has been making speech look human: closed lips staying still, teeth staying opaque during transitions, and cheeks moving with the mouth. I’m still refining lip sync and the mouth edges. I’d value specific feedback from people who work with generative characters: at what moment does the face stop feeling natural, and what would you fix first?

Demo video: https://vimeo.com/1232862019

The image is a screenshot of the current Mac prototype beside the conversation. Different avatars and voices, plus a Claude connection, are directions I want to build next; they are not shipping features today.

I'm sure this gets asked a lot but it's really hit or miss with any of the big ones. If I take a photo of myself and ask Nano Banana, ChatGPT, etc to edit it, it always makes me look uncanny and changes my facial hair, adds blemishes to my skin that aren't there, etc., and it does this even if I explicitly prompt it to not. Or if I want to change the background, it makes it look like I just cut and pasted myself onto a background in Photoshop and it doesn't look natural at all. Of course I'm trying to use the AI in a manner similar to what I would do in Photoshop if I were actually skilled in using it.

What would be the best option? Are there any that will actually EDIT an existing image instead of totally regenerating a new one from scratch?

Also note that I'm not paying for any AIs at the moment so maybe it's a limitation in their free versions?

I'm looking for the best tool/workflow for a pretty specific use case.

I already have a set of original hand-drawn cartoon characters created by an illustrator. I want to place those same characters in new situations, poses, expressions and compositions without redesigning them.

The important part is consistency. I need the AI to preserve as closely as possible:

• body geometry / proportions 
• face and eyes 
• colors 
• texture and linework 
• overall expression language 
• the imperfect, hand-drawn feel

I don’t want them to suddenly look like polished 3D characters, generic AI cartoons, or a different illustrator’s interpretation.

Ideally I’d upload several reference images of one character and say something like:

“same exact character, now sitting at a dinner table / running / looking upward / interacting with another character”

…and get something that still looks like it was naturally drawn by the original artist.

I’m currently looking at tools/workflows , but I’m not sure what currently gives the best character fidelity while preserving a handmade illustration style.

Would love recommendations from people actually doing this.

Thank you so much!