Razvan

A Romanian around the world. Never seen a Kardashian's show episode. Militant atheist and moderate liberal. #NAFO ftw. Left X for @Threads and Bluesky

[Razvan @NickHunt477]

@Mar55597Maria treci fah inapoi la sapa, baba dreaku. muie kkt georgescu. fwtu va n g cu manelele voastre de imbecili ridicoli

[Razvan @NickHunt477]

@thepunishfer @pabloquirno @DiegoArmaCabral shite, you're made of shite

[Razvan @NickHunt477]

@901TNPatriot @ak24ro garbage is your orange pedo president, Trump. and garbage are your maga cvnts.

[Razvan @NickHunt477]

@Ion_ut65 @ak24ro esti condus de inculti pt tu esti un incult nespalat care a votat PSD 35ani.Aveti ce meritati, da-va n mortii vostri de vite :))

[Razvan @NickHunt477]

@tanjasashalexu @ak24ro Cred ca e vorba despre voi, sugeranisti nespalati :))) Ce treaba are USR ca voi sunteti niste oi proaste, usor de pacalit?

[Razvan @NickHunt477]

@cryptomessenger @clement_molin Yes, we are done with you. You won’t accelerate anything. You’re broke, poor, alone and defeated. Europe spits on you. You need us more than we need you. We don’t need you at all actually. So get ready n your knees and beg, ork. On your knees, where you belong

[Razvan @NickHunt477]

@DCK165 @clement_molin Romanian here, no we won’t. You kept saying this for the past 4 years and we kept laughing at your stupidity. We spit on you and your gas. You’re the one who needs us, not us. So get on your knees and beg, ork. Beg!

[Alex Veremeyenko @alex_verem]

🚨 Holy shit... LeCun's team just cracked world models wide open.

Everyone's obsessing over the next Claude update.

Meanwhile Yann LeCun quietly dropped a paper that could matter way more long term.

It's called LeWorldModel.

And to understand why it's a big deal, you need to understand the difference between what LLM does and what this does.

LLMs predict the next word. That's it.

They're incredibly good at language. But they don't understand reality.

They can write about a ball bouncing off a wall. They can't predict where it lands.

World models predict what happens next in the physical world. Objects moving, colliding, falling.

That's the foundation for robots that plan, self-driving cars that simulate scenarios, any AI that needs to act in reality instead of just talk about it.

The problem? World models kept collapsing.

The model would cheat by mapping every input to the same output. Like a weather app that predicts "sunny" every single day.

Technically it's predicting. It's just useless. And fixing this required 6+ loss hyperparameters, frozen pre-trained encoders, stop-gradient hacks, exponential moving averages.

A house of cards just to keep the thing from breaking.

LeCun's team (Mila, NYU, Samsung SAIL, Brown) threw all of that out. LeWorldModel uses just 2 loss terms.

A prediction loss and a regularizer called SIGReg that forces representations to stay diverse instead of collapsing into garbage.

6 hyperparameters reduced to 1.
The simplicity IS the breakthrough.

The numbers: 15M parameters. Trains on a single GPU in a few hours. Plans up to 48x faster than foundation-model-based world models.

Uses roughly 200x fewer tokens than alternatives. Competitive across 2D and 3D control tasks.

This isn't a supercomputer experiment. You could run this on your own hardware.

LeCun has been pushing JEPA as the architecture for real AI since 2022.

The criticism was always the same: "sounds nice, doesn't train stably."

LeWorldModel just removed that objection. Small model. Stable training.

No hacks. No frozen encoders. No collapse.

Two AI futures are competing right now.

Path 1: bigger LLMs, more text, more compute.
Path 2: world models that learn physics from raw pixels and plan in real time.

LeWorldModel is the strongest signal yet that Path 2 is real, getting cheaper, and closing in fast.

[Razvan @NickHunt477]

@mrkellywright @_OrbanAnita eat shit and fuck off all the way to Russia, fkn russian shill

[Razvan @NickHunt477]

@sktradingYT @Osinttechnical bwahahahaaaaa 😂😂😂😂😂cry more, goat fcker

[Razvan @NickHunt477]

@CTrot35 @Osinttechnical you're a dumb fck

[Razvan @NickHunt477]

@TAftermath2020 @sama @grok Zero. cope and seethe

[Razvan @NickHunt477]

@ThePatriotOasis I hope they broke every bone in his body

[Razvan @NickHunt477]

@Alex54983848 @bxieus and i think you're fake troll pretending to be british. a butthurt chinese/russian troll. cry more and bring me more rice

[Razvan @NickHunt477]

@Michenlar @United24media What exactly is a lie? The guy is alive and well. Where is the lie? Please, tell us

[Razvan @NickHunt477]

@RedMemory1917 @Daractenus Romanian here, that is simply not true. stfu and cry more

[Razvan @NickHunt477]

@JDVance Nobody gives a flying fck about you in Europe.go fck yourself, Vance

[Razvan @NickHunt477]

@Mellecon You have an answer for everything, eh? bwahahahahaha :))))))

[Razvan @NickHunt477]

@P_Kallioniemi Man.. this cvnt made us look so bad for so long.. is not even funny. This account did a lot of harm to Romania, im so fkn glad finally we can out this mf out as the russian rat he is