Anthropic pays $750,000+ a year for engineers who can build LLM architectures from scratch. Stanford taught the entire thing in 1 hour lecture & released it for free.
Bookmark & watch this today before someone takes it down ...
Failure is a teacher.
If you have success, you did it right, so there is probably nothing to learn. But if you have failure, there is something to learn.
You have to make the most of your failures. Over time, I developed an instinctual reaction to failure. My instinct now is to view failure as a puzzle that will give me gems if I can solve it.
The puzzle is simply this: What would I do differently in the future so as not to have that result?
When you solve that puzzle, you write the lesson down. That is where principles come from.
#RayDalio #Principles #GrowthMindset #ContinuousLearning
Elon Musk just said what every government on earth already knows and none will admit.
Musk: “AI is moving 10 times faster than government, maybe more.”
Not slightly faster. Ten times. And the gap compounds daily.
Every institution ever built runs on the same architecture. Committees. Hearings. Drafts. Amendments. Votes.
A process designed for a world that moved at the speed of human debate.
That world is gone.
The moment legislation is signed, the thing it was written for is already three generations obsolete. Law is becoming a monument to things that no longer exist by the time the ink is dry.
Musk: “The one thing that the government can do is just issue people money.”
The largest militaries ever assembled. The most sophisticated legal infrastructure in human history. The accumulated weight of ten thousand years of institutional evolution.
Collapsed to a single remaining function.
Printing checks.
Not because they failed. Because the velocity of what is coming makes everything else they were built to do ornamental.
Musk: “Nobody’s gonna starve is what I’m saying.”
The floor rises. Survival becomes automatic. Nobody goes hungry.
For ten thousand years, that would have been the finish line.
It is not.
It is the starting line of the hardest question the species has ever faced.
Every civilization in history was organized around one brutal fact. The world needed your labor to function. You worked because you had to. You built because the alternative was death.
Every economy, every identity, every reason to get out of bed was downstream of that single pressure.
That pressure is being quietly removed.
And what it leaves behind is not freedom.
It is a vacuum.
A check hits your account. Rent is covered. Food is handled. The base layer of existence is solved.
But the thing that organized your time. Gave your effort weight. Made your life feel like it pointed somewhere.
Gone.
No government can legislate that back. No policy can manufacture it.
Purpose is not a deposit. Identity is not a program.
What you are for when the world no longer needs you to function is not a problem any institution was designed to answer.
It is the first problem in history that belongs entirely to you.
And while the rest of the world debates how to control what is coming, one person is doing the only thing that has ever mattered.
Building what comes next.
Crea un pitch de 90 segundos sobre tu empresa y recibe contactos directos para generar nuevos cierres comerciales, todo asistido con Inteligencia Artificial Regístrate ya y aplica a una entrada de cortesía: https://t.co/Bw9Wh3gV38 #inteligenciaartificial#ai#ia#networking
I’m really excited about what’s going on with Digital Ray, which is my digital twin. I'm creating this so that everyone can have as much contact and as many conversations with me as they want—unlimited amounts, in the same sort of way that I do it. Eventually, it’s going to be a lot smarter than I am.
This is all part of the evolutionary process. It’s still a bit experimental, but it really is something. If you want to have unlimited conversations with me, go online and try it.
I also highly recommend taking the Principles You personality test. It’s online and only takes about 20 or 30 minutes. It will tell you all about your characteristics and inclinations. Integrating your assessment with Digital Ray allows for highly personalized guidance in Coach Mode, tailored to your unique needs across life and work.
You can find a link here: https://t.co/daCo3GY70r
#DigitalRay #ArtificialIntelligence #PrinciplesYou #RayDalio
STEVE JOBS MIT LECTURE
Dropped the most raw, unfiltered 60-minute business masterclass ever recorded.
Zero PR bullshit. Zero image to protect.
Just pure, brutal honesty from the man who built Apple once and was about to rebuild it even bigger.
Stop scrolling.
Watch this tonight instead of Netflix.
Bookmark it. Come back to it
Jensen Huang, CEO of Nvidia:
"Every engineer is going to have and manage hundreds of agents."
The most valuable engineering skill of 2026 is not taught in any university.
No CS program teaches harness engineering.
No bootcamp teaches agent memory architecture.
No degree prepares you to build systems that survive production.
One builder mapped the entire thing out — free, step by step, no degree required.
This is the roadmap ↓
Bookmark this for the weekend.
🚨 Anthropic just showed a 27-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch the session, then read the guide on building loops below.
La IA es clave para abrir nuevos mercados y crecer exponencialmente.
👉 Conoce cómo lograrlo en el Evento de Innovación con Inteligencia Artificial de HubBOG
📅 Entrada libre | Regístrate aquí: https://t.co/YGv9x5vYcy
#IA#Empresas#Innovación#HubBOG#TransformaciónDigital
La IA es clave para abrir nuevos mercados y crecer exponencialmente. 👉 Conoce cómo lograrlo en el Evento de Innovación con Inteligencia Artificial de HubBOG 📷 Entrada libre | Regístrate aquí: https://t.co/YGv9x5vqn0 #IA#Empresas#Innovación#HubBOG#TransformaciónDigital
Crea un pitch de 90 segundos sobre tu empresa y recibe contactos directos para generar nuevos cierres comerciales, todo asistido con Inteligencia Artificial Regístrate ya y aplica a una entrada de cortesía: https://t.co/Bw9Wh3gndA #inteligenciaartificial#ai#ia#networking
Demis Hassabis says the hardest part isn't the technology — it's that human brains think linearly, while AI is an exponential technology
But the one advantage we have is that everyone can use it now
"that familiarity is what prepares us for the scale of what's coming"
Maye Musk:
“I think being richest person of the world wasn't his goal. His goal was just to do good things. He saw so many opportunities where he could do good things.”
Elon Musk: "In 5 years AI will exceed the intelligence of all humans on earth"
He dropped a bold prediction: by 2031, AI will exceed the combined intelligence of all humans on Earth.**
Speaking at a Forbes event, Musk said: "In 5 years, say 2031, I think artificial intelligence will exceed the sum of all human intelligence."
He added that we're entering a period of explosive growth where economic output doubles so fast we'll see giant changes, with potentially 100 million to 1 billion humanoid robots deployed worldwide in that timeframe.
This shift could transform civilization faster than anything in history. Exciting times ahead.