u/Apprehensive_Rip1466

Most AI clips still fall apart once there’s too much movement happening at once. The body starts drifting, frames blur together, and everything ends up looking stiff or robotic.

This one actually surprised me a bit though. The movement stays pretty consistent and the rhythm feels a lot more natural than what I’m used to seeing from AI outputs lately.

Still not flawless obviously. Faster sections can get messy and there are a few frames where details soften too much, but overall it holds together way better than I expected.

Been trying a few different scene styles recently and this setup gave the cleanest result so far.

If anyone’s curious, it came from this setup.

Anyone else noticing motion quality improving a lot lately or is it still hit or miss for you guys?

A few months ago anything with more aggressive movement would completely break in AI clips. Faces drifted, expressions froze, and the motion looked weird after like two seconds.

Tried again recently and this one came out way cleaner than I expected. The reactions and movement actually stay consistent enough that it doesn’t instantly scream “generated” anymore unless you really look for glitches.

Still not perfect obviously. Some frames get messy during faster parts and longer clips still drift a bit. But compared to where this stuff was not long ago, the jump is honestly pretty wild.

Been testing a few different setups lately and this one gave the most believable result so far.

If anyone’s curious, it came from this setup.

Anyone else noticing AI motion getting way better lately or am I just getting lucky with outputs?

This used to be one of the easiest ways to tell something was ai

any kind of liquid just looked off, either floating, disappearing, or not reacting to movement at all

Tried again recently and this one actually surprised me a bit

the way it follows motion and reacts to the scene feels way more natural than what I’ve seen before

Still not perfect

You can catch small inconsistencies if you look closely, especially in faster parts

But compared to how bad this used to be, the improvement is pretty noticeable

been testing a few variations and this setup gave the most consistent result so far

If anyone’s curious, it came from this setup

Are things actually improving fast or is this still hit or miss for you guys?

I do some AI/ML work during the day, so I’ve been experimenting with generated scenes on the side just to see how far things can go

last weekend I tried something different, instead of making random clips, I kept one character and built a sequence around her across different moments to see if it would actually feel connected

the first part was more of a “hidden camera” style setup, off-angle framing, slightly distorted perspective, just testing whether the scene could feel like it exists in a real space instead of a clean render

then I switched perspective for the second half and kept the same character but changed the framing and pacing

that’s where it started to feel different, less like separate clips and more like you’re watching a sequence play out instead of disconnected moments

what helped the most was splitting the prompt into layers instead of forcing everything into one string. environment, subject, and action all treated separately, with the subject weighted more heavily to keep things consistent

also avoided any kind of faceswap, using feature consistency during generation worked way better and didn’t break immersion

once that structure was in place, making variations became a lot easier

still a few weak points

audio is still not there yet, so syncing believable sound is manual

and longer sequences can drift if there’s too much happening at once

the version I tested this with came from this setup

curious if anyone else here is trying to build longer sequences instead of one-off clips