Raizen

ai can do almost anything now. the ones who figured out where to start went quiet.

[Raizen @raizen0x]

@Tech5353 credits spent?

[Raizen @raizen0x]

Watching this and thinking I could run a brand. I have not replied to three emails. Let’s start there.

[Dreamina AI @dreamina_ai]

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[Raizen @raizen0x]

@vib3coded ty for prompt

[Raizen @raizen0x]

july 4, 1994. one uncle, one minibike and a roof turned into a ramp with a blue tarp.

the date stamp sits in the corner like on every family tape from that decade.

plot:

-> he wipes his forehead on the roof while the family watches from the lawn.

-> he rolls down the tarp, hits a plywood ramp and leaves the bike behind in midair.

-> the shed by the water tower explodes into orange flame.

-> the above-ground pool bursts and floods the yard.

-> grandma never gets up from her lawn chair.

he ends on the wet driveway, beer in hand, thumbs up.

this is not a stunt reel. this is the uncle every family has, rebuilt from memory.

in 1994 this took a camcorder, a dare and an ambulance on standby.

which part did your uncle actually try?

[Raizen @raizen0x]

@0xCodinz creator knows something

[Raizen @raizen0x]

@vib3coded both still not bad

[Raizen @raizen0x]

For this AI tutorial, your product is the star and the model is customizable.

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@Dreamina_AI

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[Raizen @raizen0x]

@reito_0x 400 runs make sense

[Raizen @raizen0x]

@senn_official love that

[Raizen @raizen0x]

@bastianxbt Moonlake is shipping hard

[Raizen @raizen0x]

@maren_arc need to but a robot for me

[Raizen @raizen0x]

@whoisnilo wondering how long they trained them

[Raizen @raizen0x]

ROBOTS ARE ABOUT TO LEARN THE WAY PILOTS DO. In a simulator first, in the real world second

pilots log hours in a cockpit that never leaves the ground. this robot does the same with a network switch.

the recipe:

1. calibrate: rebuild the real station in simulation, then tune its physics until a real recording replays with the same result
2. evaluate: run the robot there, layout after layout, until its weak spots light up
3. improve: aim domain randomization, rejection fine-tuning and reinforcement learning at exactly those weak spots

then back to the real switch, where a red cable slides into its port.

one full loop used to take 5.5 days of collecting, training, testing and reading failures by hand.
with the simulator in the middle it takes 20 hours.
an agent reads the failures in 3 of them.
the loop can keep running after deployment too: the robot treats the simulation as its model of the world and acts to shrink the gap between the 2.

the next era of robotics gets its flight hours in simulation.

the whole recipe 👇

[Moonlake @moonlake]

The RL era of robotics is here, and simulation is how to scale it.

An early look at our research on a achieving a better scaling paradigm for robot learning with simulation 👇

[Raizen @raizen0x]

SpongeBob got a new Christmas episode and nobody at the studio drew it.

40,314 views and 2,102 likes on 11 seconds, and the snow on the pineapple roof does half the work.

Look at how the porch fills up:

→ Arrival order: Squidward climbs the steps with a gift bag, Patrick follows with a basket, so the table builds beat by beat.

→ Props: Santa hat on SpongeBob, green beanie on Patrick, Gary by the stairs, a grill smoking in the corner.

→ Palette: string lights warm the porch while the sea behind it stays deep blue. That contrast is the holiday mood.

→ Line work: colors and outlines match the early seasons, nobody drifts off model.

A cozy minute like this once needed storyboards, a color script and a holiday budget.

Still waiting for the official special? The fans already cooked dinner, and theirs comes with a grill.

[Raizen @raizen0x]

A BIKER WITH A BURNING SKULL RIDES PAST THE MOUNTAINS AND THE ROAD CATCHES FIRE BEHIND HIM

> 2,802 likes against 5 comments.

Empty desert highway, the sun already gone, a black chopper in silhouette, flames pouring off the rider's head and the rear wheel, and a straight line of fire left on the asphalt.

Check the numbers before the flames:

-> 2,802 likes on 5 comments: people loop it, nobody argues
-> No face in frame, so nothing for the model to get wrong
-> The fire is the only light, so it reads even at thumbnail size
-> The camera rides alongside, the way real stunt footage gets shot

A silhouette and one light source will carry almost any AI shot.

Should the next Ghost Rider movie be shot like this?

[Raizen @raizen0x]

@senn_official Midjourney is hot

[Raizen @raizen0x]

@whoisnilo the setup is clean

[Raizen @raizen0x]

@senn_official ai gold standard

[Raizen @raizen0x]

WAIT, A GUY JUST GOT TAKEN DOWN BY A FLOOD OF COFFEE.

AND THE GIRL HE WAS BOTHERING NEVER LEFT HER CHAIR.

Here's how it plays out:

→ THE SETUP: a red-haired guy in a school blazer dumps a drink over a barista's head.
→ THE TARGET: he walks up to a schoolgirl drinking a latte at the window.
→ THE FLOOD: brown coffee pours across the café floor and he goes down face first.
→ THE ENDING: he mops the floor while the girls watch from the counter.

The result: 30 seconds of K-drama justice from one Seedance 2.5 prompt.

That's the part most people miss. The floor does all the acting.

[Raizen @raizen0x]

"I haven't eaten in days." Pip says this three bowls in.

A small white dragon with a pink crest sits by a cottage fire while a woman ladles stew out of a black pot. He gets a bowl, licks his lips, gets sauce all over his snout and holds the bowl up again with the saddest eyes in the kitchen.

And here's the interesting part.

By the third bowl he is flat on his back with a round belly and she is rubbing it. The begging face and the full belly are 5 seconds apart, and both land.

Seedance 2.5 made all 30 seconds from one prompt. The creator runs Pip as a series, one dinner at a time.

Which pet in your house does the starving eyes?