Nobel Prize winner Demis Hassabis just accidentally revealed who survives the next 5 years and who doesn't.
"One person who understands AI will outperform an entire startup team"
Most founders heard that and thought: "Oh no, I need to learn prompt engineering"
Wrong.
That's not what "understands AI" means anymore.
It means: building workflows. Chaining systems. Automating entire departments.
Not typing better questions into ChatGPT.
The split is brutal:
> 90% of people = still using AI like a calculator
> 10% of people = treating it like infrastructure
In 5 years, the 10% will run everything with half the headcount.
The 90%? Replaceable.
Which group are you in?
Watch the full breakdown. This is the only skill gap that actually matters right now.
Bookmark this. You'll want to reference it.
Google's former CEO just said what everyone in AI already knows
Building wealth is getting easier if you actually learn the tools
Not by scrolling AI threads
By understanding agents, Claude Code, prompts, memory, skills, MCP, and routines
Save this before it disappears from your feed
Everything below is free:
Agent architecture
https://t.co/hhrSyF3y6u
Claude Code 101
https://t.co/71Zu7xQmxc
Claude Code in action
https://t.co/vg8fPChJxl
Prompt engineering
https://t.co/xEu7M3CPe1
Interactive prompt course
https://t.co/oGCxHkqFBD
Claude.md + memory
https://t.co/v6JKlS4OJl
Skills
https://t.co/AJCWlDcMU7
MCP
https://t.co/tQTUYCwN16
Routines
https://t.co/gAnEdq5SP0
Claude Code ultimate guide
https://t.co/WeDLJBVaGM
Awesome Claude Code
https://t.co/wvpwfcaf6U
Anthropic academy
https://t.co/uu3JyZyWyt
Official Claude Code docs
https://t.co/xuUWAfZGXy
All of this costs $0
Most people will keep asking AI one question at a time
Save this and start learning the stack
World Labs CEO Dr. Fei-Fei Li: "The world is not made of words."
"Language models have given machines an extraordinary command of concepts, vocabulary, and reasoning, but the physical world, virtual or real, runs on a different substrate."
"Where language models learn the statistical structure of text, world models learn the statistical structure of space and time: how light falls on a surface, how a garden looks from an angle no camera has captured, how objects respond to force and follow the laws of physics."
"Language gave machines a way to talk about that world. World models are how machines will finally come to understand, imagine, reason and interact with it."
Full piece: https://t.co/C9qOJg5wuc
@sama For real. I had a family computer as a kid, a shared email with them. Now? Everyone has everything in the palm of their hands. I still remember that email address!
Godfather of AI: "If you sleep well tonight, you may not have understood this lecture."
This 47-minute lecture is the best thing I saw about AI in the last few months.
It will definitely help you understand how it actually works and where it's going.
Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it.
The part nobody wanted to hear:
> AI is already developing abilities its creators didn't intend
> in most cognitive tasks it's already ahead of us
> the question is no longer if it surpasses us but when
> the only decision left is which side of that line you're on
Right now the average person opens Claude, types something, gets an answer, closes the tab.
They think they're using AI. they're using maybe 10% of it.
I went through his entire lecture, then mapped everything he described to what Claude can actually do today.
17 Claude features most people will never find on their own.
Full breakdown in the post below.
the anthropic claude for finance lecture is the best free hour in quant AI right now.
bookmark & watch today. It's the most valuable 1 hour in quant AI right now. Then read article below.
ANDREJ KARPATHY COULD HAVE CHARGED $2,000 FOR THIS COURSE.
He put it on YouTube.
The full training stack. Tokenization. Neural network internals. Hallucinations. Tool use. Reinforcement learning. RLHF. DeepSeek. AlphaGo.
3 hours of the most comprehensive LLM education that exists anywhere at any price.
Not how to use the tools.
How the entire system was built from the ground up and why it behaves the way it does.
The engineers who understand this build things the ones who only use the tools cannot even conceive of.
The gap between those two groups is not 3 hours.
It is everything those 3 hours quietly unlock for the rest of your career.
Stanford just put a $200,000 education on YouTube for free and most people scrolled past it.
Professor Chad Jones gave you 1 hour of economic data that most people will only understand when it's too late.
Economist at Stanford GSB, the man who studies what happens after the biggest technological shifts in history.
No tuition, no campus, no $200,000 debt, just 1 hour and a YouTube link.
Electricity changed the world, the internet changed the world, he just explained why AI does both at the same time.
The article below is the 25 prompts that turn everything he described into your advantage.
the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work
I've seen $300 courses that don't cover what he shows in the first 10 minutes
CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns
all in one video and completely free
works whether you're a developer, a beginner, or someone who's been using Claude for months
based on this, I put together below guide you can read and implement in Claude today
INSTEAD OF WATCHING AN HOUR OF NETFLIX TONIGHT.
This 60-minute Cambridge lecture by Demis Hassabis will teach you more about the future of AI than most people will learn in the next 5 years.
Bookmark it and give it an hour, no matter what.
@AlyssaMatesic Agreed. What about making sure comps don’t sound exaggerated even when they technically fit? A writer goes:
“This is comparable to Brave New World and Moby-Dick.”
That’s not me. Just saying, comps are important, but knowing which ones help vs. hurt is also a challenge.
the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work
I've seen $300 courses that don't cover what he shows in the first 10 minutes
CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns
all in one video and completely free
works whether you're a developer, a beginner, or someone who's been using Claude for months
based on this, I put together 18 things you can copy and use in Claude today
full guide in the article below
Need help with your story's opening? Don't miss this one-day contest for professional feedback from editor @MBarker_190!
Win Feedback on 5 pages! by Writers Helping Writers® https://t.co/R9A9DEhSRF #writingcommunity#writing