mstcrz

Building the robotic era in Mexico.
Ex-Siemens VDO, Continental & Volkswagen (CARIAD) engineer.
Systems Architect • Robotics • AI
Advisor @ CenturyMX 🇲🇽

[mstcrz @raggha]

La mejor atención médica del mundo no debería depender de dónde naciste.

Y sin embargo, hoy depende exactamente de eso.

Century MX existe para cambiar esa realidad.

[Philosophy Of Physics @PhilosophyOfPhy]

In 1926, Erwin Schrödinger introduced the equation that became the dynamical law of non-relativistic quantum mechanics:

iℏ ∂ψ/∂t = [−ℏ²/(2m)∇² + V]ψ

It does not describe a particle following one definite path. It describes how the wavefunction evolves and therefore how the probabilities of possible experimental outcomes change with time.

[Nekt0 @Nekt_0]

Andrej Karpathy just said your kids should ignore most of school.

"80% of education should be math, physics, CS."
Not because it's useful - because it carves grooves in the brain.
Grooves that get harder to carve the older you get.

In a pre-AGI world: it gets you a job.
In a post-AGI world: it makes you a functioning, empowered human.

Everything else? Tack it on later.

The cognitive foundation is the only foundation that survives the transition.

[Science Magazine @ScienceMagazine]

A flapping-wing robot that can both swim underwater and fly through the air is helping scientists rethink how diving birds manage life in two radically different worlds.

Learn more in Science: https://t.co/HPi6n0bZJ0

[Dustin @r0ck3t23]

Elon Musk just put a price tag on obedience. It costs $200,000.

Musk: “You don’t need college to learn stuff. Everything is available basically for free. You can learn anything you want for free.”

Every lecture. Every textbook. Every framework ever written. Free on any screen in any country right now. The entire knowledge monopoly collapsed in a decade. Nobody updated the price tag.

Musk: “Colleges are basically for fun and to prove you can do your chores. But they’re not for learning.”

Strip the ivy and the branding. What’s underneath is a four-year obedience trial. Can this person follow instructions on a schedule without asking why.

Musk: “There is a value that colleges have, which is seeing whether somebody can work hard at something, including a bunch of annoying homework assignments, and still do their homework assignments.”

That is the entire six-figure value proposition. Not what you know. Not what you can build. Whether you can be managed. The establishment doesn’t need you educated. It needs you domesticated.

Musk: “If you’re trying to do something exceptional, you must have evidence of exceptional ability. I don’t consider going to college evidence of exceptional ability.”

The system doesn’t produce exceptional. It produces manageable. It takes the most creative years of your life and teaches you to wait for instructions. That is not education. That is containment.

Musk: “Gates is a pretty smart guy, he dropped out. Jobs is pretty smart, he dropped out. Larry Ellison, smart guy, he dropped out.”

They didn’t leave because they couldn’t keep up. They left because the ceiling was underground.

8 billion people now carry the same library in their pocket. The one these institutions charged a lifetime of debt to access.

The only product the university still sells is the belief that you need one.

[Lewis 🏴󠁧󠁢󠁷󠁬󠁳󠁿 @WaldronLewis]

Elon Musk literally sat down for a 45-minute talk with Y Combinator that explains how to build world-changing companies better than any business school on earth. This is the advice he gave a room full of young founders:

1. Don't try to build something great. Try to build something useful.

Everyone obsesses over greatness. Musk says that's the wrong target. "I didn't originally think I would build something great. I wanted to try to build something useful. I didn't think I would build anything particularly great. Seemed unlikely, but I wanted to at least try." Aim for useful first. Greatness, if it comes, is a byproduct.

2. When you can't get in the front door, build your own door.

Before Musk started his first company, he tried to get a job at Netscape. "I sent my resume into Netscape and nobody responded. I tried hanging out in the lobby to see if I could bump into someone, but I was too shy to talk to anyone. So I'm like, this is ridiculous, I'll just write software myself." He didn't set out to be a founder. He became one because no one would hire him.

3. He slept in the office and showered at the YMCA.

The origin of his first company was not glamorous. "We couldn't even afford a place to stay. The office was 500 bucks a month, so we just slept in the office and showered at the YMCA." He couldn't afford proper internet either, so he drilled a hole through the office floor and ran a cable to the internet provider downstairs. That was the founder of the future richest man on earth.

4. Keep the chips on the table.

When Musk sold his first company, he received a $20 million cheque. His bank balance went from $10,000 to $20 million overnight. Most people would have stopped. He put almost all of it straight back into his next company. "I kept the chips on the table." He did the same thing decades later, over and over. He hates money sitting idle. Money is fuel for the next mission.

5. Start with the mission, then work backwards to make it a business.

Musk didn't start SpaceX to make money. He went on the NASA website to find out when humans were going to Mars, and there was no plan. So he decided to build one. "There had been no prior example of a rocket startup succeeding. A small chance of success is better than no chance of success." The mission came first. The business model came later.

6. He started SpaceX expecting to fail.

He is brutally honest about the odds. "SpaceX started in mid-2002 expecting to fail. Probably 90% chance of failing. When recruiting people, I said, we're probably going to die, but small chance we might not die." The first three launches failed. The fourth one worked with no money left. "If the fourth launch hadn't worked, it would have been curtains. We made it by the skin of our teeth."

7. Break every problem down to physics.

This is the core of how Musk thinks. "First principles means break things down to the fundamental elements that are most likely to be true, then reason up from there, as opposed to reasoning by analogy." His example is rockets. Everyone priced them based on what old rockets cost. Musk asked what a rocket is actually made of, priced the raw metals, and found the materials were only 1-2% of the historical price. The rest was inefficiency he could attack.

8. When told something takes 24 months, break it down and do it in six.

Last year xAI needed a giant computer to train its AI. Suppliers said it would take 18 to 24 months. "It's like, well, we need to get that done in six months or we won't be competitive." So he broke it into parts. Needed a building, so he found an old factory. Needed power, so he rented generators. Needed cooling, so he rented a quarter of America's mobile cooling capacity. He slept in the data centre and ran cabling himself. It got done.

9. Watch your ego-to-ability ratio.

Musk's single sharpest piece of advice for young founders is about staying honest with yourself. "A major failure mode is when your ego-to-ability ratio gets too high. Then you break the feedback loop to reality." Keep the ego small, internalise responsibility for everything, and stay ruthlessly connected to what's actually true. "You want to close the loop on reality hard. That's a super big deal."

10. Chase work, not glory.

His closing philosophy ties it all together. "It's so hard to be useful. The area under the curve of total utility is how useful you've been to your fellow human beings times how many people. If you aspire to do true work, your probability of success is much higher. Don't aspire to glory, aspire to work."

He was ridiculed for years. The press called him "internet guy attempting to build a rocket company." He agreed it sounded absurd. He did it anyway, because a small chance of doing something useful beat no chance at all.

Here's the thing though....

Musk became the most followed founder alive because everything he does happens in public. The launches, the failures, the talks like this one. The companies made him powerful. The personal brand made his every word travel around the world before he finishes saying it.

We build massive distribution and grow personal brands on X and beyond without our clients lifting a finger.

If you're a founder or VC looking for that kind of exposure, book a call below.

We average 1.5M views a week.

https://t.co/UoXuYlkBQq

[Rahul @sairahul1]

🚨 Demis Hassabis, Co-Founder of Google DeepMind:

"In the near future, one person who knows AI will outperform an entire startup team"

I've watched hundreds of AI talks, this 60-minute Cambridge lecture is the one I wish I had seen a year ago

this is the Nobel Prize winner in Chemistry, CEO of Google DeepMind and the guy who made AI solve biology

here's the part I can't stop thinking about:

> the AI you're using today is the dumbest it will ever be
> in 5 years the gap between people using AI and people who aren't will be impossible to hide
> companies will run on 10 people doing what 200 used to do
> the ones who get there first won't be the smartest, they'll be the ones who started right now

right now the average person opens Claude, types something, gets an answer, closes the tab

they think they're using AI, but they're using maybe 10% of it

but a real one-person company using Claude Cowork looks completely different.

Here's the exact playbook to build one ↓

full guide in the post below.

[mstcrz @raggha]

“Hoy, el mejor especialista suele estar en otro lugar.” Century MX

[shirish @shiri_shh]

The laptop hasn't changed in 30 years. NVIDIA just changed it

RTX Spark is their first PC chip ever.

- RTX 5070 level GPU
- 128GB unified memory
- 1 petaflop of local AI
- thin, light, barely throttles unplugged

Your AI agent lives on the machine. 24/7. No cloud.

This is step one of the agentic AI PC, and everyone else is about to copy it.

[mstcrz @raggha]

False. Mexico can too.

[Cinematic Eye 📽 @CinematicEye_]

Only China can achieve this 🔥

[Mr. Anderson @Truecrypto]

Bitcoin is doing it again.

Not the fun part yet. The part where it gets everyone doubting the whole thing before the next cycle can really begin.

People forget how this asset works. It does not just go up because “halving.” That is the kindergarten version. The real engine is fixed supply meeting human emotion. There will only ever be 21 million coins, so when demand wakes up and real holders stop selling, price has to climb until it finds enough coins willing to move.

That is how you get the insane runs. The 1k to 20k move. The 3k to 69k move. The 15k to 126k move.

But then comes the part nobody likes.

Bitcoin has to digest what it just ate.

If an asset runs 8x, the market does not just calmly reset in three weeks and move on. It has to work through late buyers, leverage, weak hands, tourists, ETF flows, and everyone who bought the top calling themselves a long-term investor until the candles turned red.

That is where the downside gets ugly. The person who bought too early in the downtrend eventually becomes a seller lower. The trader who thought he was buying the low finds out he was just catching another bounce. The leveraged long does not get to be patient. He gets liquidated. Perps and synthetic exposure make the whole thing worse because they create extra demand on the way up and forced selling on the way down.

This is how Bitcoin gets those elevator-down phases.

Not because it died. Because ownership is being cleaned up.

Coins move from people who liked the price action to people who actually want the asset.

That process feels terrible while it is happening, which is exactly why it works. Doubt comes back. The timeline gets dark. People say AI replaced it. Stocks are better. Bitcoin had its moment. The whole thing is over.

And somehow they say this while Bitcoin is still trading above the last cycle’s blow-off double top.

Think about how crazy that is.

The 2021 top near 69k was viewed as this insane parabolic event after a 20x plus move from the prior cycle low. Now, after 7+ months of crypto winter, Bitcoin is still hanging around that old “impossible” zone, and people are acting like the asset failed.

That is not failure. That is a much higher floor trying to form.

Maybe the final floor is already in. Maybe it is not. Nobody knows. The only way to stay sane is station to station. If you think it is going lower, fine. Mark the next real support. Mark the level above that proves your read is wrong. Then update when price gives you new information.

Do not do what the eternal bears do.

Do not pick some dramatic number like 15k, 3k, or zero and then build your whole personality around it. That is how people blind themselves. They stop doing analysis and start defending a prophecy.

Being wrong is not the problem. Everyone is wrong. The problem is refusing to say, “I was wrong,” when the market has clearly moved on.

That is why Bitcoin is such a funny asset. Most bears do not say it is expensive. They do not say it needs a normal correction. They say it is going to zero.

They said it at $7. They said it at $70. They said it at $700. They said it at $7,000. Now they say it when one coin is worth more than most people make in a year.

That is the magic.

Bitcoin creates doubt, then feeds on the people who get trapped inside it.

It runs. It digests. It makes everyone question the whole thing. Then when the floor is finally found, the same people who were waiting for zero are shocked when it starts moving again.

The supply is still fixed. The emotions still swing too far. The believers still absorb the panic. The doubters still give it fuel.

Everyone is falling for it again.

[Google Gemma @googlegemma]

Introducing the newest Coral board, for efficient, on-device AI!

Check out the demos in the video:
- On-board speech translation
- Natural language controlling hardware
- Vision & sound generating music

[Knowledge & History @xKnowledgeBANK]

The best way to teach people critical thinking

🎥: Jordan.b.peterson

[Rahul @sairahul1]

Anthropic just paid millions to hire Andrej Karpathy.

He gave you the same knowledge for $0 the same week.

Co-founder of OpenAI. Former head of AI at Tesla. The man who coined vibe coding.

No recruitment fee. No exclusive access. Just a link and 29 minutes.

LLMs are ghosts not animals.
Vibe coding is dead.
Software 3.0 is here.

Watch it.

Then read this.

Because Karpathy tells you what Software 3.0 is.

This shows you how to build one - a software factory with Claude Code that ships features while you sleep.

The full build guide is below.

[Robert Kiyosaki @theRealKiyosaki]

WORSE THAN WAR in IRAN

Death of the US Dollar?

Iran began accepting payment for oil in Chinese Yuan. What does that mean to you and your future and the future of the US dollar?

I strongly encourage you to invest about and hour in your financial education.

I strongly suggest you tune into Ray Dalio’s podcast “Iran just killed the petro dollar.” This is the biggest news in world financial history and no one is explaing it save for Ray Dalio.

Ray keeps it simple and offers concrete actions almost anyone can take to not become a victim of this massive change and crisis in money.

Please do not hesitate to tune into the wisdom Ray Dalio offers, wisdom very few will tune into.

Remember your best investment is your investment into your financial education….education our schools will never cover.

Take care.

[mstcrz @raggha]

Main Thinking 🧠is -)getting)-there… next step nervous system; then our long waited auto-machines 🤖

[MartyParty @martypartymusic]

This is massive. Quietly the @federalreserve has released a "payment account" guideline for public comment which would allow crypto companies to settle payments directly with the Fed.

[Google Gemma @googlegemma]

A completely local agent that lives right inside your browser.

Powered by Gemma 4 E2B and WebGPU, it uses native tool calling to:

🔍 Search browsing history
📄 Read and summarize pages
🔗 Manage tabs

100% local. No servers needed!

[mstcrz @raggha]

Llévelo llévelo : #AmoreV0.2.-semanticClustering—with-args
On sale $ 222.22 USDT #semanticClusteringPatent US8994316B2

[maro @ProofofMaro]

We don’t need a large hadron collider babe we have a particle accelerator at home