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labfab.io

@labfabio.bsky.social
20 followers 9 following 279 posts

Physicist applying scientific rigor to the markets. ⚛️ Systematic Trader & Triathlete. 🏊‍♂️🚴‍♂️🏃‍♂️ Father. Sharing personal finance and quant trading tips

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labfab.io @labfabio.bsky.social · 13/06/2026
open.substack.com/pub/freedomc...
open.substack.com
The 'High Burn' Trap: Why a $260k Salary Can Still Leave You Broke
Unpacking the illusion of a high-income lifestyle and the systemic fragility of modern wealth.
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labfab.io @labfabio.bsky.social · 23/04/2026
labfab.io/blog/interac...
labfab.io
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labfab.io @labfabio.bsky.social · 16/04/2026
freedomcents.substack.com/p/the-genera...
freedomcents.substack.com
The Generative FIRE
Cultivating Purposeful Contribution Beyond the Balance Sheet
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labfab.io @labfabio.bsky.social · 15/04/2026
freedomcents.substack.com/p/what-is-fire
freedomcents.substack.com
What is FIRE ?
A Beginner's Guide to Financial Independence, Retire Early in Europe
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labfab.io @labfabio.bsky.social · 14/04/2026
freedomcents.substack.com/p/emergency-...
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labfab.io @labfabio.bsky.social · 31/03/2026
Delve into Nash Q-Learning, a sophisticated multi-agent reinforcement learning approach, and its application in navigating the complex, strategic 'game of liquidity' within market microstructure.
thesimpleportfol.io
The Simple Portfolio | Beat the Market with Less Risk
A systematic investment strategy designed to outperform the S&P 500 with significantly less risk. See the performance data today.
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labfab.io @labfabio.bsky.social · 30/03/2026
shorturl.at/QSNQn
shorturl.at
labfab.io - Your Path to Financial Independence
Empowering the next generation to reclaim their time through analytical wealth strategies. Learn about FIRE, investing, and lifestyle design.
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labfab.io @labfabio.bsky.social · 26/03/2026
labfab.io#/blog/invisi...
labfab.io
labfab.io - Your Path to Financial Independence
Empowering the next generation to reclaim their time through analytical wealth strategies. Learn about FIRE, investing, and lifestyle design.
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labfab.io @labfabio.bsky.social · 01/03/2026
open.substack.com/pub/freedomc...
open.substack.com
Beyond the 4% Rule
The Mental Transition of FIRE
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labfab.io @labfabio.bsky.social · 26/02/2026
youtu.be/Bv5TKrefvk8?...
youtu.be
The Only Free Lunch in Investing
YouTube video by LabFab
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labfab.io @labfabio.bsky.social · 21/02/2026
labfab.io#/blog/the-wi...
labfab.io
labfab.io - Your Path to Financial Independence
Empowering the next generation to reclaim their time through analytical wealth strategies. Learn about FIRE, investing, and lifestyle design.
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labfab.io @labfabio.bsky.social · 15/02/2026
labfab.io#/blog/dating...
labfab.io
labfab.io - Your Path to Financial Independence
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labfab.io @labfabio.bsky.social · 03/02/2026
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labfab.io @labfabio.bsky.social · 03/02/2026
youtube.com/shorts/jQhaK...
youtube.com
Jeffrey Epstein asked about Donald Trump in resurfaced 2010 deposition
YouTube video by MS NOW
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labfab.io @labfabio.bsky.social · 03/02/2026
I've reached fired when I was 38 years old and have created a blog with a few tools that seemed to me to be useful to the community; not only FIRE number but rent vs buy and some tax efficiency tool. check it out : labfab.io#/tools
labfab.io
labfab.io - Your Path to Financial Independence
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Reposted by labfab.io
Monica @softtail65.bsky.social · 02/02/2026
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labfab.io @labfabio.bsky.social · 02/02/2026
www.politico.eu/article/dona...
politico.eu
Trump vows to sue comic Trevor Noah after Epstein island jibe at Grammys
“Get ready Noah, I’m going to have some fun with you!” rails U.S. president.
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labfab.io @labfabio.bsky.social · 02/02/2026
www.youtube.com/watch?v=gxYs...
youtube.com
Bombshell report exposes Trump’s $500 million deal with sheikh: “Pretty extraordinary”
YouTube video by MS NOW
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labfab.io @labfabio.bsky.social · 01/02/2026
www.reddit.com/r/ExploreFor...
reddit.com
From the ExploreFortMyers community on Reddit: Trump impeachment: secretary Neom
Explore this post and more from the ExploreFortMyers community
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labfab.io @labfabio.bsky.social · 01/02/2026
Only brilliant ideas this guy youtube.com/shorts/jBJxX...
youtube.com
Grok is even worse than you think.
YouTube video by Benn Jordan
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labfab.io @labfabio.bsky.social · 29/10/2025
www.youtube.com/watch?v=YWy8...
youtube.com
This One Number Separates Pro Investors from Amateurs
YouTube video by LabFab
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labfab.io @labfabio.bsky.social · 05/09/2025
open.substack.com/pub/freedomc...
open.substack.com
The Barbell Strategy That Got Schooled by Simple Math
A 30-year reality check on sophisticated portfolio theory
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labfab.io @labfabio.bsky.social · 30/06/2025
labfab.io/soft-logic-l...
labfab.io
The Soft Logic of Language Models: Mathematical Reasoning in the Age of AI
Exploring the paradox of LLMs’ linguistic power versus logical fragility, and how mathematical reasoning might be understood as navigation through multidimensional conceptual space.
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labfab.io @labfabio.bsky.social · 27/06/2025
Star mathematician Joshua Zahl solves 100-year-old Kakeya conjecture, leaves Canada for China's Nankai University
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labfab.io @labfabio.bsky.social · 26/06/2025
freedomcents.substack.com/p/why-your-b...
freedomcents.substack.com
Why Your Brain is Your Worst Investment Enemy (And How to Fight Back)
The most sophisticated investment strategy in the world is worthless if you can't stick to it.
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labfab.io @labfabio.bsky.social · 25/06/2025
freedomcents.substack.com/p/beyond-cor...
freedomcents.substack.com
Beyond Correlation: Why Modern Markets Need Graph-Based Clustering
The Problem With Everything We've Been Doing
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labfab.io @labfabio.bsky.social · 24/06/2025
AI acceleration is wild: 16-year-old Pranjali Awasthi just founded a ₹100 crore ($12M) AI startup called Delv.AI, while new malicious AI variants based on WormGPT are being built on Grok and Mixtral models. Same tech, completely different applications. . Source: www.crescendo.ai/news/latest-...
crescendo.ai
Latest AI Breakthroughs and News: May-June 2025 | News
Wondering what’s happening in the AI world? Here are the latest AI breakthroughs and news that are shaping the world around us!
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labfab.io @labfabio.bsky.social · 23/06/2025
Today's reality check: Trump said he'll decide on Iran strikes 'within 2 weeks' and warned reporters they're 'in danger talking to me right now' StateCNN. Meanwhile, federal courts just granted Trump control of 4,000 California National Guard troops. Constitutional limits being tested in real time 🇺🇸
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labfab.io @labfabio.bsky.social · 23/06/2025
freedomcents.substack.com/p/the-hidden...
freedomcents.substack.com
The Hidden Dimensions of Market Risk: How Skewness and Kurtosis Can Transform Your Trading
Why the most sophisticated quants are moving beyond mean and variance—and you should too
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labfab.io @labfabio.bsky.social · 20/06/2025
open.substack.com/pub/freedomc...
open.substack.com
The Bayesian Revolution: How Probabilistic Thinking Is Transforming Data Science and Decision Making
Understanding Bayes' theorem, prior beliefs, and why traditional statistics might be asking the wrong questions
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labfab.io @labfabio.bsky.social · 01/06/2025
open.substack.com/pub/freedomc...
open.substack.com
How a Triathlete Family Slashed Grocery Costs in Portugal
Last month at my triathlon club's post-training coffee, the conversation turned to nutrition and budgeting.
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labfab.io @labfabio.bsky.social · 18/05/2025
Deep neural networks often "forget" earlier training when learning new tasks—a phenomenon called catastrophic forgetting. It's like how we struggle to recall childhood phone numbers. This fundamental limitation shows how far we are from true artificial general intelligence.
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labfab.io @labfabio.bsky.social · 18/05/2025
open.substack.com/pub/freedomc...
open.substack.com
The Future of Work and FIRE
How Technological and Cultural Shifts Are Reshaping Financial Independence
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labfab.io @labfabio.bsky.social · 04/05/2025
freedomcents.substack.com/p/the-curren...
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labfab.io @labfabio.bsky.social · 04/05/2025
We're entering an awkward phase: AI is good enough to threaten jobs but not good enough to create abundance. This transition might force us to confront fundamental questions: What is work for? What gives life meaning? How do we distribute resources in a post-scarcity world? #AI #Philosophy
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labfab.io @labfabio.bsky.social · 03/05/2025
If AI makes many jobs obsolete, UBI might become necessary. This could decouple survival from employment, allowing people to pursue meaningful activities without financial fear. Utopian dream or practical necessity? The debate intensifies as AI capabilities grow. #UBI #FutureEconomy
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labfab.io @labfabio.bsky.social · 29/04/2025
The Königsberg Bridge Problem: can you cross all 7 bridges exactly once? Euler proved it impossible, creating graph theory in the process. Math solving practical puzzles!
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labfab.io @labfabio.bsky.social · 29/04/2025
The Basel Problem: 1 + 1/4 + 1/9 + 1/16 + ... = π²/6. Somehow adding inverse squares gives us π? Euler's proof of this in 1735 established him as a mathematical genius.
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labfab.io @labfabio.bsky.social · 29/04/2025
Fermat's Last Theorem took 358 years to prove! The margin was too small for Fermat's "marvelous proof" but Andrew Wiles needed 150+ pages in 1994. #MathHistory #NumberTheory
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labfab.io @labfabio.bsky.social · 29/04/2025
The Mandelbrot set blows my mind: an infinitely complex shape from a simple equation z² + c. Zoom in forever and find new patterns. Math creating endless beauty!
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labfab.io @labfabio.bsky.social · 29/04/2025
Behavioral finance shows we feel losses 2x more strongly than equivalent gains. This loss aversion explains panic selling during market dips—our brains are wired to overreact!
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labfab.io @labfabio.bsky.social · 29/04/2025
Just learned about the Rebalancing Bonus—how regularly realigning your portfolio to target allocations can add ~0.5% annual returns. Free money from mathematical principles!
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labfab.io @labfabio.bsky.social · 29/04/2025
The Sharpe ratio is my favorite metric for evaluating investments. It measures return relative to risk taken. Higher is better! Always know what risk you're taking for that promised return.
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labfab.io @labfabio.bsky.social · 29/04/2025
Dollar-cost averaging > trying to time the market. Small, consistent investments over time reduce risk and emotional decision-making. Boring but effective!
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labfab.io @labfabio.bsky.social · 29/04/2025
Time isn't constant! Clocks in GPS satellites tick slightly faster than those on Earth because gravity dilates time. General relativity making your navigation app work.
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labfab.io @labfabio.bsky.social · 29/04/2025
Just fell down a quantum entanglement rabbit hole. Two particles can instantly influence each other across ANY distance? Einstein called it "spooky action at a distance" and he wasn't wrong.
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labfab.io @labfabio.bsky.social · 28/04/2025
A woman spotted Picasso in a café and asked him to sketch something. He quickly drew a dove on a napkin and said, 'That will be 10,000 francs.' Shocked, she replied, 'But that only took you 30 seconds!' Picasso smiled: 'No, madam, it took me 40 years.'
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labfab.io @labfabio.bsky.social · 28/04/2025
When NASA couldn't figure out why their Space Shuttle Challenger exploded, they called physicist Richard Feynman. During a televised hearing, he simply dropped an O-ring into ice water and showed how it lost elasticity in the cold. With that simple demo, he solved the mystery that none did
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labfab.io @labfabio.bsky.social · 27/04/2025
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labfab.io @labfabio.bsky.social · 26/04/2025
Three years ago I couldn't swim 50m without gasping. Today I became an Ironman. The journey isn't about athletic talent—it's about patient persistence through thousands of small improvements. The finish line is just a celebration of the process. #DebutIronman #AnyoneCanTri
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