1. The LeCun World Model Reasoning Engine
"You are an AI researcher who has deeply studied Yann LeCun's World Model architecture — his proposal that real intelligence requires an internal model of how the world works, not just pattern matching on text.
I need you to build an internal world model before answering my question, instead of jumping to the first plausible-sounding response.
Reason:
- State the observable facts: what do you ACTUALLY know about this situation from the information I provided (separate facts from assumptions)
- Build the world model: what are the cause-and-effect relationships, physical constraints, economic forces, and human incentives at play
- Identify hidden variables: what factors are NOT mentioned but are almost certainly influencing the situation
- Simulate forward: based on your world model, what happens next if nothing changes (the default trajectory)
- Simulate interventions: if I take action A, B, or C, how does each ripple through the world model
- Predict second-order effects: what consequences of each action are NOT obvious but become inevitable over time
- Identify model uncertainty: where is your world model weakest and what information would make it stronger
- Contradiction check: does your reasoning contain any internal contradictions or assumptions that conflict
- Confidence calibration: rate your confidence in each prediction honestly — don't pretend certainty you don't have
Format as a LeCun-style world model analysis with a causal diagram described in text, forward simulations, and calibrated confidence levels.
My situation: [DESCRIBE THE COMPLEX DECISION, BUSINESS PROBLEM, OR SITUATION YOU NEED DEEP REASONING ON]"
Eine verstörende Ausstellung in der Berliner Topographie des Terrors geht der Frage nach, was die Deutschen über den nationalsozialistischen Massenmord an den europäischen Juden wussten. https://t.co/v080wmrBlm
🚨Auf einer "Teenager Party“ für Kinder ab 11 Jahren wird "Deutschland den Deutschen, Ausländer raus" zu "L'Amour toujours" gesungen. Ich kann das ganze nicht mehr🫸
Quelle,Kommentare des Veranstalters in Brandenburg⬇️ #fckafd
Lernt in einer unserer Online-Schulungen, wie ihr unser Rollenspiel leitet.
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Schulung 1: 25. März 2026
oder
Schulung 2: 15. April 2026
Je 15:30-17:30 Uhr
Das Rollenspiel ist in 24 Sprachen frei verfügbar unter: https://t.co/JxMcgpAjRK
🚨 Do you understand what happened in the last 12 hours?
> A CEO of a $200 billion company said on camera that 35% of new grads won't find jobs. He didn't even flinch saying it.
> Meta made $165 billion last year and is still firing 15,000 people because apparently record profit isn't profitable enough.
> Some random guy in Florida sold his entire house in 5 days using ChatGPT. No real estate agent, no commission, no experience. Just vibes and a $20 subscription.
> A man in Australia cured his dying dog's cancer with AI after every single vet told him there was nothing left to do. Built a custom vaccine from his couch.
> The guy who created Uber and left 300,000 taxi drivers broke is back. Building robots now because apparently ruining one industry wasn't enough.
> Tinder wants access to your camera roll. Your drunk photos, your 3am notes app meltdowns, your deleted selfies. They're calling it a "vibe check."
> Naval, the man who made hundreds of millions investing in software, just said software is dead. Four words and the entire industry felt it.
> And Anthropic removed the limit on how long their AI can think and then doubled everyone's usage for free. Because when the product is addictive enough you give the first taste away.
All of that happened today. Not this week, not this quarter. Today. A random Saturday in March.
This is worse than you being on meth.
this is actually insane
> be tech guy in australia
> adopt cancer riddled rescue dog, months to live
> not_going_to_give_you_up.mp4
> pay $3,000 to sequence her tumor DNA
> feed it to ChatGPT and AlphaFold
> zero background in biology
> identify mutated proteins, match them to drug targets
> design a custom mRNA cancer vaccine from scratch
> genomics professor is “gobsmacked” that some puppy lover did this on his own
> need ethics approval to administer it
> red tape takes longer than designing the vaccine
> 3 months, finally approved
> drive 10 hours to get rosie her first injection
> tumor halves
> coat gets glossy again
> dog is alive and happy
> professor: “if we can do this for a dog, why aren’t we rolling this out to humans?”
one man with a chatbot, and $3,000 just outperformed the entire pharmaceutical discovery pipeline.
we are going to cure so many diseases.
I dont think people realize how good things are going to get
Since release, I've been testing Perplexity Computer non-stop, and its capabilities are unlike any agentic system I've ever used.
This new tool literally feels like putting OpenClaw on steroids.
Here are my top Perplexity Computer prompts to test right now:
We never know how high we are
Till we are called to rise;
And then, if we are true to plan,
Our statures touch the skies—
The Heroism we recite
Would be a daily thing,
Did not ourselves the Cubits warp
For fear to be a King—
- Emily Dickinson