Founder/CEO of Unsupervised Learning.
Building AI that upgrades humans.
One book at a time, or 17.
I’m currently reading:
Letters to a Young Poet, The Dharma Bums, Accelerando, The Peregrine, Dominion, and more.
It’s chaos. I’m embracing it.
One book at a time, or 17.
I’m currently reading:
Letters to a Young Poet, The Dharma Bums, Accelerando, The Peregrine, Dominion, and more.
It’s chaos. I’m embracing it.
Not just to say that it’s mostly unavoidable, but that it really matters how we think about and prepare for them as a population.
Not just to say that it’s mostly unavoidable, but that it really matters how we think about and prepare for them as a population.
AI shouldn’t just make better AI.
It should make better humans.
AI shouldn’t just make better AI.
It should make better humans.
One of AI's primary benefits won't be just making smarter decisions itself, but providing the narrative context to make the decision easy for anyone.
One of AI's primary benefits won't be just making smarter decisions itself, but providing the narrative context to make the decision easy for anyone.
➡️ We were told that there are special people who make things—but we're not one of them.
➡️ And our role is to work for one of them, hopefully…
Fuck that. The illusion is collapsing.
You are the special person.
You can make things.
➡️ We were told that there are special people who make things—but we're not one of them.
➡️ And our role is to work for one of them, hopefully…
Fuck that. The illusion is collapsing.
You are the special person.
You can make things.
We’re hearing a lot of predictions—some saying tech jobs will vanish, others saying AI will supercharge demand. But I think the more interesting shift is in who companies will need.
🧵
We’re hearing a lot of predictions—some saying tech jobs will vanish, others saying AI will supercharge demand. But I think the more interesting shift is in who companies will need.
🧵
Marketing targeting humans won’t be nearly as important as the marketing targeting the AI working for the humans.
Marketing targeting humans won’t be nearly as important as the marketing targeting the AI working for the humans.
Removing the Fog of War.
Elite generals and principal engineers shine when info is scarce.
Expertise = stitching limited info into a usable world model.
🧵
Removing the Fog of War.
Elite generals and principal engineers shine when info is scarce.
Expertise = stitching limited info into a usable world model.
🧵
In the age of AI and infinite replication, individuals need them too.
Ask yourself:
— What makes you hard to copy?
— What will still be uniquely you in 5 years?
This is the new career planning.
In the age of AI and infinite replication, individuals need them too.
Ask yourself:
— What makes you hard to copy?
— What will still be uniquely you in 5 years?
This is the new career planning.
…but the bigger point is that companies are so excited about replacing workers in the first place.
🔥Corporate Mindset ➡️ Independent Mindset
…but the bigger point is that companies are so excited about replacing workers in the first place.
🔥Corporate Mindset ➡️ Independent Mindset
Once you see something, your brain starts believing it—even if it’s false.
In a world of AI-generated content and visual manipulation, literacy isn’t enough.
We need epistemic defense systems.
How are you building yours?
Once you see something, your brain starts believing it—even if it’s false.
In a world of AI-generated content and visual manipulation, literacy isn’t enough.
We need epistemic defense systems.
How are you building yours?
Instead of asking what to do, ask:
👉 What actions would guarantee failure?
Then… just don’t do those things.
It’s a simple but powerful shift.
What are your top “don’ts” for your space?
Instead of asking what to do, ask:
👉 What actions would guarantee failure?
Then… just don’t do those things.
It’s a simple but powerful shift.
What are your top “don’ts” for your space?
I’ll be sharing a framework for cutting through AI hype and prioritizing cybersecurity investments based on how attacker capabilities are actually evolving.
👉 Register here: lu.ma/9j1p8ixj
I’ll be sharing a framework for cutting through AI hype and prioritizing cybersecurity investments based on how attacker capabilities are actually evolving.
👉 Register here: lu.ma/9j1p8ixj
At some point he couldn't tell whether he had slow-read the his knowledge before the change, or if it was part of a scrape / summarization / injection flow.
Even more alarming, he stopped caring."
At some point he couldn't tell whether he had slow-read the his knowledge before the change, or if it was part of a scrape / summarization / injection flow.
Even more alarming, he stopped caring."
✅ “Learn to make”.
Technology is currently the best lever for one person to improve the lives of millions.
And today that means making stuff using code.
Making should be a core skill, like reading and writing.
Learn to make.
✅ “Learn to make”.
Technology is currently the best lever for one person to improve the lives of millions.
And today that means making stuff using code.
Making should be a core skill, like reading and writing.
Learn to make.
My intuition is that we just need vastly more memory and agent orchestration for both.
My intuition is that we just need vastly more memory and agent orchestration for both.
Policy → State → SOP → Action → Repeat.
AI will run most of it.
The only part that stays human long-term is the idea:
What do we want to build, and why?
#AI #Cybersecurity #FutureOfWork
Policy → State → SOP → Action → Repeat.
AI will run most of it.
The only part that stays human long-term is the idea:
What do we want to build, and why?
#AI #Cybersecurity #FutureOfWork
If you’re currently one, it’s time to stop.
The difference between an NPC and a PC isn’t your profession—it’s how you do that profession.
If you’re currently one, it’s time to stop.
The difference between an NPC and a PC isn’t your profession—it’s how you do that profession.
They’re tangible. And they replace workers who have fewer options.
They’re tangible. And they replace workers who have fewer options.
Writing = thinking.
Creating = imagining.
Coding = building.
If you're in tech in 2025 and you can't do these things, your career is at risk.
Adapt.
Writing = thinking.
Creating = imagining.
Coding = building.
If you're in tech in 2025 and you can't do these things, your career is at risk.
Adapt.
The next task for AI will be to secure and professionalize the millions of haphazardly assembled applications that are about to be on the Internet.
There’s so many ways to make money in this new world of vibe coding.
The next task for AI will be to secure and professionalize the millions of haphazardly assembled applications that are about to be on the Internet.
There’s so many ways to make money in this new world of vibe coding.
1️⃣ Tons of applications and databases exist in the world
2️⃣ It takes a lot of manual effort to make them usable
3️⃣ MCP is a client/server protocol for making it easy
4️⃣ 👇🏼
1️⃣ Tons of applications and databases exist in the world
2️⃣ It takes a lot of manual effort to make them usable
3️⃣ MCP is a client/server protocol for making it easy
4️⃣ 👇🏼
“Introducing NewHire: a high-agency, AGI employee for your business…
🧵
“Introducing NewHire: a high-agency, AGI employee for your business…
🧵
1. The total cost of human workforces
2. The amount of money that current and future companies will pay to start, 10x, or 1000x their business
We're talking hundreds of trillions of dollars.
Don't get distracted.
1. The total cost of human workforces
2. The amount of money that current and future companies will pay to start, 10x, or 1000x their business
We're talking hundreds of trillions of dollars.
Don't get distracted.