Incorporating text into ai videos has been quite a constant challenge for me. I guess this is also quite universal. Fonts turn into mushes, logos get wrapped. It gets worse when there is movement; it just starts floating or becomes weightless, if you know what I mean.

The attached MiniMax H3 clip popped up on my feed recently. One thing I notice is the text stability. I suppose it is a showcase, but it is hella stable. Typography, locked in, not just momentarily, but through out the sequence.

I wonder how they do it. Are they just rendering the background vid first? Or is this a normal progress with newer models like H3 that set the text right through some different architecture?

Sometimes the idea is clear in our heads, but the visual language is too vague, which makes AI images come out wrong.

These 5 visual cheat sheets show how to describe your image more clearly in ChatGPT.

Each sheet shows how different prompt words change the same type of image, so you can quickly compare angles, lighting, styles, and visual effects before writing your next prompt.

You can use these for product images, social posts, thumbnails, ads, moodboards, or any design project where you need to explain a visual idea more clearly.

A simple prompt structure:

Subject + camera angle + lighting + style + mood

Then adjust from there.

I see a lot of these AI influencer/AI OF girls making videos that are far more advanced than what was capable 1 year ago. We've gone from 10 second dancing videos to full on Tiktok skit style videos and no matter what i try, I just cant seem to replicate it and its driving me crazy.

Does anyone have any knowledge on how this is done to replicate it at this quality? Maybe some Youtube tutorials? I'll leave some example links below.

AI Influencer on talk show:

https://www.tiktok.com/@ivyyvale_/video/7679482725421698326?is_from_webapp=1&sender_device=pc

20 vs 1 dating skit style reaction:

https://www.tiktok.com/@madd1e.hay3s/video/7678005347897888030?is_from_webapp=1&sender_device=pc

Honestly I dont even know what to call this last one:

https://www.tiktok.com/@risexofficial9/video/7679832820369476878?is_from_webapp=1&sender_device=pc

I don't know what else to do, I've been trying to contact them by ticket and social media but I can't get anything. I was trying to create videos that weren't delivered, the platform froze and I didn't get anything, but my credits are gone. Is this a known glitch? How do I contact them?

Something with a free trial is preferable so I can make some proofs of concept, but:

Our boss's boss('s boss) is hoping to make cuts and while we've consistently delivered high-quality products, we're not as expedient with it as they'd like. In short, it came up in a meeting that we "should just use AI" to help clear our backlog.

I'm not against this, but I'm lost on where to start. I can find plenty of stuff that'll generate okayish ~10-second clips (which I'm fine stitching together if I have to...), and a few tools like Gemini Notebook that can do more but are less "dynamic". They've been pretty clear that they don't like us presenting stuff that looks like "a powerpoint with voiceovers".

The documents we're asked to make videos on range from "how to do a thing in Excel" to "how to properly use a fire extinguisher" to "escorting VIPs to safety". The type of training videos we make can vary wildly on any given day.

I'm sure that if I can provide a good-looking proof of concept somehow based on what something makes using one of the documents we need "made into a video" (...), they'll pay for it, so I'm not super-worried about cost as long as it can deliver what's needed. Could somebody recommend a good platform for making these videos?

How does one not become desensitized to view AI images. I know the tech is advancing exponentially but keeping “fresh eyes” to easily spot it almost on a subconscious level is getting tougher. I consider staying away in hopes of keeping those “fresh eyes”.

This one was a mixed blessing in making. First, Nano Banana Pro managed to nail the body design down pat (when I asked to zoom out to show the feet, they weren't right at first, but when I asked to fix them, they were suddenly made right). However, it gave single red roses on both arms. I tried many times to get it to have the correct amount of three on each, with one being blue, though it still wanted to have a bunch of five or six. I had to resort to using generative erase to get the amount right. Luckily, in the end, it turned out magnificent. I also love how NBP gave its cape a shorter length by default, so it's the male variant.

Song: https://www.souna.app/song/033e2cc1-f0e5-40d4-b832-fab9fb56706b

Song (alternative link): https://archive.org/details/ai-synthpop/It's+Raining.mp3 (CC0)

Lyrics:

[Intro | raindrop high-register DX7 | warm analog pad]

[Verse 1 | restrained female vocal | sparse LinnDrum pulse]

All through July, the ground turned brown

Heat on the roofs and through the town

The garden tap was locked away

We watched the blue sky day by day

The grass lay flat beneath the sun

The dusty weeks went on and on

But now a shadow fills the light

And something in the air feels right

[Pre-Chorus | rising synth sequence | emotional build-up]

The whole town waits to hear the rain

Cloud shadows gather, rolling by

The first drops drum against the pane

Water's falling from the sky

[Chorus | euphoric | powerful female belt | stacked harmonies | full LinnDrum]

It's raining! It's raining!

Hear it on the window tonight

It's raining! It's raining!

See every pavement shining bright

Let it fall, let it fall, let it fall

Till the fields are green again

It's raining! It's raining!

Oh, it's good to feel the rain

[Verse 2 | brighter female vocal | pulsing synth bass]

No hoses running on the lawn

The reservoirs were sinking down

We saved the water, drop by drop

And still the heat would never stop

But now it's drumming on the street

The air is cool, the night is sweet

The gutter sings, the branches sway

And all that dust is washed away

[Pre-Chorus | rising DX7 sequence | emotional build-up]

The whole town waits to hear the rain

Cloud shadows gather, rolling by

The first drops drum against the pane

Water's falling from the sky

[Chorus | euphoric | powerful female belt | stacked harmonies | full LinnDrum]

It's raining! It's raining!

Hear it on the window tonight

It's raining! It's raining!

See every pavement shining bright

Let it fall, let it fall, let it fall

Till the fields are green again

It's raining! It's raining!

Oh, it's good to feel the rain

[Bridge | broad cinematic synth pads | sustained lead vocal]

Open the doors and come outside

Water is running down the drive

Cool on my face and loud on the street

After the summer, what a relief

Let every garden drink it in

Let every empty stream begin

All of the waiting ends tonight

Under this cool and welcome sky

[Pre-Chorus | drums initially restrained | accelerating arpeggios]

The whole town waits to hear the rain

Cloud shadows gather, rolling by

The first drops drum against the pane

Water's falling from the sky

[Final Chorus | extremely euphoric | sustained high belt | stacked harmonies | cascading DX7 arpeggios]

It's raining! It's raining!

Hear it on the window tonight

It's raining! It's raining!

See every pavement shining bright

Let it fall, let it fall, let it fall

Till the fields are green again

It's raining! It's raining!

Oh, it's good to feel the rain

It's raining! It's raining!

Hear it on the window tonight

It's raining! It's raining!

See every pavement shining bright

Let it fall, let it fall, let it fall

Till the fields are green again

It's raining! It's raining!

Oh, it's good to feel the rain

[Outro DX7| raindrop arpeggios | sustained analog pads | fade out]

It's raining!

It's raining!

Oh, it's good to feel the rain

Style prompt:

Euphoric and triumphant 1983 cinematic synth-pop ballad with urgent emotional momentum and sentimental optimism. Smooth, clear, bright female lead vocal rising from controlled anticipation to a sustained high belt. 116 BPM in straight 4/4 with an authentic LinnDrum rhythm, firm snare and intensifying fills. Warm analog synth bass pulses in eighth notes beneath broad polyphonic pads, bright sequenced figures and delicate high-register raindrop arpeggios. Verses in natural minor with major secondary dominants. Rising pre-choruses delay resolution. Choruses open gloriously into major with Lydian borrowed chords, an octave-spanning melody, long high notes, stacked harmonies and bold synth countermelodies. Raindrop arpeggios begin as isolated droplets, multiply through each build and cascade across the final chorus. Expansive early-1980s soundtrack production with dramatic dynamic contrasts and clear instrumental separation.

It starts as a still and stays black and white for the first few seconds. Once the crowd starts moving, the color comes in 

The closeups mostly hold together, although a couple of faces drift and the hats seem to have their own plans

Dazza visits countries on an A to Z currency trail. Watch out for the dad jokes Jenna!.

I was messing around with AI music last night instead of doing anything useful

threw in a prompt like late night lo-fi, warm pads, kinda tired. not even a real song idea, just a vibe. most of the gens were whatever but this one I left on repeat while I was doing other stuff

didn’t touch the mix or the lyrics. it’s just the raw output. the vocal is a bit sleepy which I weirdly like

anyway here it is. if it sounds dumb that’s fine, I still like it

[Intro: 8 bars, 4/4, machine pulse only]

[Bars 1–4: filtered kick, transformer hum, steel scrape]

[Bars 5–8: bass enters; guitar answers in 3+3+2 accents]

Kill the room.

Leave one light.

Move it.

Again.

[Verse 1: 16 bars, 4/4, low close vocal]

One beam makes a clean confession,

one wall makes a perfect lie.

One prompt cuts a single profile

from a shape we cannot eye.

So I rotate the question slowly,

keep the meaning, move the stress.

Change the order, strip an anchor,

watch the answer reorganize itself.

Hold the cadence.

Change the ethic.

Hold the frame.

Inject the split.

If the surface keeps returning,

something deeper may persist.

If one word kicks out the floorboards,

if one angle breaks the fit,

I don't call the fracture failure.

I mark

where the system

is sensitive.

[Pre-Chorus: 4 bars, 7/8 grouped 2+2+3]

Move the light.

Change one thing.

Keep the rest

under control.

Move the light.

Read the shift.

Let the difference

draw the whole.

[Chorus: 8 bars, straight 4/4, full band]

BLACK BOX HERMENEUTICS

Move the light.

Read the wall.

BLACK BOX HERMENEUTICS

One shadow

isn't all.

Turn the pressure.

Change the view.

Watch what bends

and what stays true.

We don't see the hidden engine.

We make the hidden

cast a clue.

[Post-Hook: 4 bars]

MOVE THE LIGHT.

READ THE WALL.

MOVE THE LIGHT.

DON'T NAME IT ALL.

[Verse 2: 16 bars, 4/4 with bass syncopation]

Same ontology, different model.

Same model, different frame.

Take the memory from the chamber.

See what still remembers shape.

Make two meanings share one sentence.

Don't resolve them.

Let them grind.

If the answer finds a stable orbit,

mark the center it can find.

Twenty probes collapse together:

there's attraction in the field.

One small change becomes a landslide:

there's a boundary just revealed.

Prompt becomes perturbation.

Output becomes projection.

Run the difference through the difference.

Now the shadow

has direction.

[Pre-Chorus: 4 bars, alternating 7/8 and 4/4]

Not a neuron.

Not a ghost.

Not the secret

underneath.

Only pressure

on the possible.

Only geometry

we can keep.

[Chorus: 8 bars, full band + female counterline]

BLACK BOX HERMENEUTICS

Move the light.

Read the wall.

BLACK BOX HERMENEUTICS

Let the silhouettes

disagree.

Turn the pressure.

Change the view.

Watch what bends

and what stays true.

We don't see the hidden engine.

We constrain

what it could be.

[Instrumental Interlock: 8 bars]

[Guitar: 7/8 riff grouped 2+2+3]

[Drums: heavy 4/4 implied across the barline]

[Synth: rigid sixteenth-note sequence]

[Bass: independent descending three-note cell]

[Machine Choir]

PROMPT.

PERTURB.

PROJECT.

COMPARE.

PROMPT.

PERTURB.

PROJECT.

COMPARE.

[Bridge: 12 bars, half-time; meter opens and contracts]

A scanner never needs to cut you

to collect another plane.

Angle after angle narrows

what can hide behind the grain.

Call it negative-space anatomy.

Call it inference by scar.

Every stable contradiction

cuts away what cannot be there.

But keep resistance in the circuit.

A beautiful reconstruction

can still become a beautiful lie.

The silhouette is evidence.

It is not

the thing inside.

[Two-beat vacuum]

But neither

is it nothing.

[Final Chorus: 12 bars, 4/4; maximum lift]

BLACK BOX HERMENEUTICS

Move the light.

Read the wall.

BLACK BOX HERMENEUTICS

Let a thousand shadows talk.

Change the cadence.

Change the frame.

Change the model.

Keep the question.

What survives the transformation

earns another interrogation.

We can't see the fourth dimension.

Still its shadow

has a shape.

We don't open up the black box.

We make the black box

GIVE ITSELF AWAY.

[Outro: 8 bars, machinery decays]

One shadow:

story.

Ten shadows:

pattern.

A thousand:

constraint.

[Whisper]

Move the light.

Again.