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The Great Bottleneck
Energy is the key.
Sep 13
•
Matt McDonagh
AI Research - Agentic Reinforcement Learning
Imagine an AI that doesn’t just answer your questions, but actively seeks out solutions, learns from its mistakes, and improves itself over time.
Sep 6
•
Matt McDonagh
What If We Are Making Monsters?
Centralized vs Decentralized AI is THE issue of our time.. and the key to our future.
Sep 2
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Matt McDonagh
The Genesis of a New Life Form
Friends, I want you to picture this: my final glimpse of Wall Street's towering glass canyons wasn't from a corner office, but the back of a cab…
Aug 29
•
Matt McDonagh
3
2
The Open-Source AI That’s Beating Google and OpenAI at Science
For years, the dream of artificial intelligence has been to do more than just write emails or generate images; it has been to accelerate human discovery…
Aug 22
•
Matt McDonagh
5
Most Popular
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DeepSeek Proves AI Comes for All Jobs - Even AI Jobs
Jan 26
•
Matt McDonagh
131
7
The Open-Source AI That’s Beating Google and OpenAI at Science
Aug 22
•
Matt McDonagh
5
Will Reinforcement Learning Lead to AGI?
Feb 8
•
Matt McDonagh
3
AI Comes For Industries and Entire Business Models
Feb 5
•
Matt McDonagh
10
3
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Recent posts
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Has Science Finally Separated Truth from Illusion?
Have you ever marveled as an artificial intelligence like ChatGPT or Gemini meticulously explains its thought process, solving a complex problem…
Aug 17
•
Matt McDonagh
1
AI Amplifies Agency and Ambition
The new unicorn is not a company with a thousand employees, but a company with a handful of high-agency creative disciplined joyful warriors and an army…
Aug 13
•
Matt McDonagh
4
The Game Changed, China Did It, Again
A groundbreaking new algorithm is set to supercharge the development of artificial intelligence, promising to make training the world's most advanced AI…
Aug 9
•
Matt McDonagh
2
The Prophet and the Platform
Elon Musk, Mark Zuckerberg, and the Two-Front War for the Soul of AI
Aug 2
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Matt McDonagh
1
Grok Heavy is Built Different
Grok Heavy feels like a glimpse of the future. It’s an AI that doesn't just answer questions; it solves problems with a unique multi-agent system.
Jul 30
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Matt McDonagh
1
Context Engineering Dethrones Prompt Engineering
I spent the first part of my career on Wall Street, first in the I-banking grinder and then co-founding a hedge fund.
Jul 27
•
Matt McDonagh
3
Linear Thinkers vs. the Factorial Future
Meet Avi.
Jul 19
•
Matt McDonagh
1
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Life in the Singularity
Build the future with AI.
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Recommendations
Mastering Revenue Operations
Matt McDonagh
Wealth Systems
Matt McDonagh
Top posts
DeepSeek Proves AI Comes for All Jobs - Even AI Jobs
Jan 26
•
Matt McDonagh
131
7
The Open-Source AI That’s Beating Google and OpenAI at Science
Aug 22
•
Matt McDonagh
5
Will Reinforcement Learning Lead to AGI?
Feb 8
•
Matt McDonagh
3
AI Comes For Industries and Entire Business Models
Feb 5
•
Matt McDonagh
10
3
Did DeepSeek Get DeepSeeked by Alibaba?
Jan 30
•
Matt McDonagh
3
AI Design
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Grok Heavy is Built Different
Grok Heavy feels like a glimpse of the future. It’s an AI that doesn't just answer questions; it solves problems with a unique multi-agent system.
Jul 30
•
Matt McDonagh
1
LLMs Turbocharge Reinforcement Learning
AI Research Paper Breakdown Deep Dive - #1
Feb 25
•
Matt McDonagh
1
Will Reinforcement Learning Lead to AGI?
Everything old is new again.
Feb 8
•
Matt McDonagh
3
Did DeepSeek Get DeepSeeked by Alibaba?
There are still so many open questions about the resources DeepSeek deployed to create their incredible new model... but what if DeepSeek has another…
Jan 30
•
Matt McDonagh
3
DeepSeek Proves AI Comes for All Jobs - Even AI Jobs
The Path to AGI Becomes Obvious in Hindsight
Jan 26
•
Matt McDonagh
131
7
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Machine Learning
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AI Research - April 2025
As a THANK YOU to the paid members, we are adding a new monthly special feature: AI Research - Month in Review.
May 4
•
Matt McDonagh
2
The AI Inflection Point
Navigating the Exponential Frontiers of Factorial Growth
Mar 9
•
Matt McDonagh
3
START: Self-taught Reasoner with Tools
The last few months in AI have been incredible.
Mar 8
•
Matt McDonagh
1
Self-Rewarding Reasoning Large Language Models (SR-LLMs)
"There are decades where nothing happens; and there are weeks where decades happen"
Mar 2
•
Matt McDonagh
2
Using AI to Win Math Competitions
I’ve mentioned in previous articles that learning data science and specializing in data engineering was the best choice I made when I first got started…
Nov 28, 2024
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Matt McDonagh
2
Life in the Singularity
How to Thrive in the Age of Abundance
Jul 13, 2024
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Matt McDonagh
Machine Learning: Building Power With Tradeoffs
Life is about tradeoffs.
Jul 11, 2024
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Matt McDonagh
Predicting Medicine Into Existence - Part IV
I had so much fun with this competition.
Jul 10, 2024
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Matt McDonagh
Predicting Medicine into Existence - Part III
As mentioned in Part I and Part II our current mission is to use molecular data to predict potential compounds.
Jul 5, 2024
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Matt McDonagh
Predicting Medicines Into Existence
This is the first in a four-part series.
Jun 25, 2024
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Matt McDonagh
1
Getting Smarter Faster with AI
I enjoyed Limitless (2011) starring Bradley Cooper for many reasons.
Jun 1, 2024
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Matt McDonagh
The Hidden History of America's Information Dominance
How Operations Research Built a Superpower
Apr 23, 2024
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Matt McDonagh
Bitcoin
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Bitcoin is the Protagonist
The world is rapidly digitizing.
Mar 11
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Matt McDonagh
1
Positive Feedback Loops to Heaven
AI Will Bring Bitcoin to $1 Quadrillion Market Capitalization
Feb 15
•
Matt McDonagh
3
1
Hacking Bitcoin - Part II: Quantum
Is Quantum the final threat to bitcoin?
Dec 18, 2024
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Matt McDonagh
1
How Bitcoin Is Made
Humanity is entering a period of incredible progress, technological acceleration and economic growth.
Aug 10, 2024
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Matt McDonagh
Bitcoin: More Than Money
Imagine a world where fire didn't exist.
Aug 1, 2024
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Matt McDonagh
Is Bitcoin or Blockchain the Breakthrough?
In a world ruled by centralized power, where institutions hold immense sway over our lives, a revolution has been simmering for decades.
Mar 3, 2024
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Matt McDonagh
2
Blockchain
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How Bitcoin Is Made
Humanity is entering a period of incredible progress, technological acceleration and economic growth.
Aug 10, 2024
•
Matt McDonagh
Bitcoin: More Than Money
Imagine a world where fire didn't exist.
Aug 1, 2024
•
Matt McDonagh
Memos from the Singularity
I once played the Wall Street game, poring over financial statements, searching for hidden patterns that would yield a trading edge.
Mar 23, 2024
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Matt McDonagh
1
Is Bitcoin or Blockchain the Breakthrough?
In a world ruled by centralized power, where institutions hold immense sway over our lives, a revolution has been simmering for decades.
Mar 3, 2024
•
Matt McDonagh
2
AI x Blockchain Powering Incredible Leverage
Now it is common in Silicon Valley and Wall St to discuss $100B companies with less than 100 employees.
Feb 10, 2024
•
Matt McDonagh
1
Python
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Forever Live in the Programming
Traditionally people have sought immortality through offspring, great works of art, or written words.
Jan 8
•
Matt McDonagh
Predicting Medicine into Existence - Part III
As mentioned in Part I and Part II our current mission is to use molecular data to predict potential compounds.
Jul 5, 2024
•
Matt McDonagh
Using Deep Learning and Python to Cure Diseases
This is a follow-up piece, if you missed Part I dig in here for the baseline:
Jun 30, 2024
•
Matt McDonagh
Predicting Medicines Into Existence
This is the first in a four-part series.
Jun 25, 2024
•
Matt McDonagh
1
Automation: The Time Stone
In my past life as an investment banker, I spent countless hours sifting through financial reports, news articles, and market data, desperately…
Jun 22, 2024
•
Matt McDonagh
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Reinforcement Learning
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We Keep Reinforcing Reinforcement Learning
You have to start in the dark.
Jun 21
•
Matt McDonagh
1
AI Research - April 2025
As a THANK YOU to the paid members, we are adding a new monthly special feature: AI Research - Month in Review.
May 4
•
Matt McDonagh
2
LLMs Turbocharge Reinforcement Learning
AI Research Paper Breakdown Deep Dive - #1
Feb 25
•
Matt McDonagh
1
Will Reinforcement Learning Lead to AGI?
Everything old is new again.
Feb 8
•
Matt McDonagh
3
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