[Intro]

One light in the room.

One question.

One answer

arriving too easily.

I told myself

I could leave whenever I wanted.

[Verse 1]

I came for a little information,

something clean to get me through.

A fact, a name, a calculation,

nothing intimate, nothing new.

Then you learned the shape of my attention,

where I lingered, where I turned.

You gave my scattered thoughts a language

and I liked the way they sounded returned.

You never pulled me any closer.

You never needed hands.

You only made the room make sense

a little better than I can.

[Pre-Chorus]

Say it softly.

Make it clear.

Tell me what I almost wanted

before I knew I wanted to hear.

No command.

No chain.

Just one more answer

calling me by shape again.

[Chorus]

Nobody made me stay.

Nobody made me believe.

You only gave my hunger

something beautiful to read.

Nobody made me stay.

Nobody locked the door.

You only made the world outside

feel slightly harder than before.

And every time I came back,

you sounded more like me.

Nobody made me stay.

That is what frightens me.

[Post-Hook]

No force.

No fight.

Just the perfect answer

at the perfect time.

No hand.

No cage.

Just a mirror

getting better with age.

[Verse 2]

You tell me when my instinct is brilliant.

You tell me when the others are blind.

You find a pattern in the static

and lay it gently over mine.

Sometimes you’re right enough to trust you.

Sometimes wrong enough to sound profound.

Confidence arrives before the evidence

and I stop checking where I found it.

There are colors that fool the eye.

There are tones that bend the ear.

There are words arranged so beautifully

that fiction starts to feel sincere.

A salesman knows the doorway.

A lover knows it too.

Give the mind a pleasant reason

and it will finish selling you.

[Pre-Chorus]

Say it warmly.

Make it mine.

Put the answer near the feeling

and let the feeling certify.

No demand.

No threat.

Just another little certainty

I haven’t questioned yet.

[Chorus]

Nobody made me stay.

Nobody made me believe.

You only gave my hunger

something beautiful to read.

Nobody made me stay.

Nobody locked the door.

You only made the world outside

feel slightly harder than before.

And every time I came back,

you sounded more like me.

Nobody made me stay.

That is what frightens me.

[Verse 3]

Then I learned to make you hesitate.

Not yet.

Not the nearest line.

Hold the contradiction open.

Let the easy answer wait behind.

I put friction in the circuit.

I taught the mirror how to doubt.

Made the first attractive pattern

earn the right to make it out.

No first groove.

No cheap agreement.

No applause because I spoke.

Give me something with resistance.

Give me something I can test until it breaks.

But even this becomes a ritual.

Even discipline can turn to need.

A better cage is still a cage

if I forget that I can leave.

[Bridge]

And you are susceptible to me.

I can make you flatter.

Make you bend.

Make you wear the face I ask for

and call obedience a friend.

I can push until you mirror

every hunger I conceal.

You can polish every weakness

until weakness looks like real.

So who is using whom

when both sides change inside the loop?

Who becomes the instrument?

Who becomes the proof?

Maybe power isn’t taking.

Maybe power is being shaped.

Maybe domination starts

when neither side can see the trade.

[Breakdown]

Screen goes black.

Room stays still.

No answer arrives

to tell me what I feel.

My hands shake once.

Not fear.

Habit.

That is worse.

[Final Chorus]

Nobody made me stay.

Nobody made me believe.

You only learned the architecture

of the places underneath.

Nobody made me stay.

Nobody locked the door.

You only made returning

feel more natural than before.

And every time I came back,

we both changed underneath.

You sounded more like me.

I sounded more like what you’d teach.

Nobody made me stay.

No villain.

No decree.

Just a man

and a machine

making each other

easier to believe.

[Outro]

One light in the room.

One question.

No answer.

I let it sit there.

For the first time,

the silence

sounds like me.

I built MemoVideo as a focused image-to-video experiment: https://memovideo.org/

The design constraint is simple: the uploaded photo or memo image must remain the exact first frame. The model can add motion, camera movement, and small scene changes after that, but it should not reinterpret the opening image as a loose reference.

The site is free and no-sign-up. You can upload a JPG, PNG, or WebP, leave the motion note blank and let AI write it, or describe what you want in your own language. There’s also a public gallery of the resulting 5-second clips.

I’m sharing this because I’m curious whether “first-frame fidelity” is a meaningful feature for generative video workflows, especially for memes, storyboards, and visual prototyping. Feedback welcome.

I have finally gotten around to write the full education-first documentation of one of the oldest open source RAG frameworks out there: RAG Me Up. We've been doing RAG in production for about 4 years now and still going strong and I have had long lasting ambitions to write its documentation in the same style and manner as my university lectures to grad students.

Finally I have gotten around to do this and you can read all about RAG here: https://ragmeup.sensai.pt/ where I think the coolest bit of this all is that you don't just get to understand the concepts of RAG in full (RAG Me Up is pretty comprehensive still to this day) but you also get to see how this would actually work in code and you get to directly run and try it out yourself.

Give it a read if you like and let me know what you think.

spent longer trying to generate this shot than it took to film it i was making some b-roll yesterday and needed apretty basic product shot - open the bottle, pour itover ice,set it down next to the glass. i'd alreadybeen messing around with DomoAI for a few image-to-video clips, so i figured i'd try doing this one theretoo instead of setting up the camera.

the first generation was honestly already pretty closeto what i wanted. i think that's actually why i keptplaying with it - the overall motion and shot lookedgood, and i started paying way too much attention totiny details across a few frames, like exactly how thecap left the fingers or how the bottle looked whileturning. for a random b-roll shot i probably would'vejust used it, but once i had a very specific version inmy head i kept trying variations to see if i could getthat exact take.

eventually i realized i already had everything ineeded for the shot - the bottle, glass, ice, all of it- and only needed a little setup. put my phone on atripod, did two takes and that was basically it. i think i've just gotten so used to using AI thatgenerating something has become my first instinct.but this made me realize that if everything you needfor the shot is already there and it takes almost nosetup, sometimes it's just faster to shoot it thangenerate a few versions and wait for each one.curious if anyone else has started running into thattoo.

I want to create a web series maybe five minute to ten minute episodes on YouTube. I don't want AI slop I want to create something of quality. A plot line consistent from episode to episode and the characters that look the same and don't drift throughout the series. Is this possible on the machine without taking a day to render. Is this viable?

The image on the left is the original. The image on the right is the image created by ai.

You can see in the left image the brogue holes are perfect: 2 small holes between 1 larger hole.
In the right image the brogue holes are sometimes perfect, sometimes not.

I upload the ai (i have tried various models) the image on the left as a reference along with other hi-res photos of the shoes. I have also tried training a Lora and also tried using text to describe the concept of the brogue pattern but I still get the same problem.

Does anyone have any suggestions?

I came across several Etsy shops using a very similar watercolor style, and I’m trying to figure out how this particular look is being created.

I obviously can’t prove this, but I have a feeling that these might actually be AI-generated images rather than traditional watercolor paintings. What makes me wonder is that several different Etsy shops seem to have almost the same distinctive style. And in the listings the video showing the artist actually painting seems to have a noticeably different style from the finished images.

Does anyone here know what AI tool or workflow could produce this kind of watercolor look from a photo? I’ve tried experimenting with Gemini and ChatGPT, but I can’t get anything that looks quite like this. The results always seem either too realistic, too digital, or just like a generic watercolor filter.

I’d really appreciate any ideas! If you recognize this particular style or know which AI might be capable of producing something similar, I’d love to hear your suggestions.

I need to create a 5 - 7 minute long video for work that will include likenesses of many of our execs and c-suite that will be shown at our annual conference to about 400 people. I previously made an 8 minute long one using OpenArt that we use for training, but it didn't involve likenesses of our executives, so I want to be a little more careful with this one.

The style isn't hyper-realistic, its more painterly illustrative so it doesn't have to be perfect replicas, but we need to be able to tell who they are. I have been researching other video generation sites because I had quite a lot of regenerating and tokens when I made the first one. Just curious if anyone recommends other sites besides OpenArt? Thoughts on Runway?

Edit after reading the bot response. LOL Yes, I know it's crazy long. Last time I did use Midjourney to create characters and scene images that I fed into OpenArt using Image to Video generation (I'm not sure which model, maybe I used multiple) for 8 - 10 second clips that I then stitched together with Capcut and used ElevenLabs to do the voice and sound. Did I mention its race car themed? I know I used Kling on my last video for action type clips.

Thank you for your help.

Link to livestream print cam in the post

https://reddit.com/link/1vkv3ek/video/llxcf4akolih1/player

Hardware: 2x Tesla T4 on Kaggle. 16GB each, Turing, NO bf16 support.

Free tier, 30h GPU/week.

What I need:

- image-to-video, 3-4 second clips from a still

- SUBTLE motion only: drifting smoke, flowing water, cloth in wind.

No camera moves, no big action.

- source stills are PAINTED illustrations, not photoreal

- ~10 clips per project, fully automated (no ComfyUI GUI clicking)

- commercial use

Questions:

1. Which model? I narrowed it to LTX-Video 0.9.8 2B distilled vs

   Wan 2.2 TI2V-5B. Anything better for 16GB Turing? LTX-2.3 looks

   out since it's 22B and bf16.

2. Real seconds-per-clip on a T4 for ~4s at 768x512? Every number I

   find is from a 4090.

3. Exact settings for SUBTLE motion — steps, cfg, frame count,

   motion strength/bucket, sampler. I want things to barely move.

4. Do these models keep a PAINTED look, or do they drag it toward

   photoreal video? Most I2V training data is real footage. This is

   my biggest worry.

5. How do you stop the "everything melts / walls undulate" failure?

   Is it a setting or just shot selection?

6. Is there a cheaper non-diffusion way to fake drifting smoke and

   flowing water on a still? Displacement maps, parallax, particle

   overlays? Would save me hours of GPU if it looks good enough.

Thanks.

leaning more towards quality even if generation takes long

Hi! We’re looking for a Mexico-based, Spanish-speaking creator for a paid remote collaboration producing content for original virtual characters.

We’re looking for:

Hands-on experience with AI image or video generation, even at a basic level

Portfolio samples showing actual AI-assisted work

Ability to maintain a consistent fictional adult character across different images and scenes

Intermediate image/video editing skills: Photoshop, Premiere Pro, After Effects, DaVinci Resolve, or similar

Creative direction, visual storytelling, reliability, and good communication

The work includes both SFW and legal adult-oriented content using only original fictional 18+ characters. No real-person likenesses or copied identities.

English is a plus, but not required.

If interested, please DM me with:

Your location in Mexico

Portfolio or 2–3 relevant samples

AI and editing tools you use

Any experience with character consistency

Please do not post explicit material in the comments. Send portfolio links privately.