📣 Resources
Curated links I reference often—courses, papers, guides, and utilities.
🤖 AI / LLM / Tech
How AI Bias Happens
Why algorithmic bias is structural, not accidental.
Innovation Nation (Canada & AI)
How early AI leadership risks slipping away.
Neural Nets from Scratch (Karpathy)
A step-by-step live build of neural networks from zero.
💰 Finance
20/10 Debt Rule
Max recommended personal debt load relative to income.
50/30/20 Rule
A simple budgeting framework for everyday spending.
50/30/20 Rule (N26)
Another breakdown of the popular budgeting ratio.
Algebra of Wealth (Galloway)
Four variables that drive long-term wealth accumulation.
Crypto Heat Map
Real-time market visualization for crypto assets.
Dataroma
Track what top investors are buying and holding.
Does Market Timing Work? (Schwab)
Evidence-based case against trying to time markets.
ETF Comparison Tool
Side-by-side ETF performance and cost analysis.
ETF Research Overlap Tool
Compare holdings across ETFs to avoid redundancy.
Financial Advice for My Son
Gentle timeless lessons for building financial security.
Finviz Heatmaps
Visual snapshot of sector performance and trends.
Freedom Calculator (Natalieason)
A math-based blueprint for early financial independence.
Hierarchy of Financial Needs
Money priorities mapped from survival to purpose.
How I Save 50% of Income
Systemization of frugality and intentional spending.
How to Get Rich (Naval)
Wealth through skill leverage, not luck.
How to Make Millions Writing Online (Sam Parr)
The business of attention and scalable content.
Little Book Beats the Market (Summary)
A simple formula for consistent value investing.
Passive Income Ideas
A survey of realistic ways to earn beyond salary.
Perils of Market Timing
Why predicting the market consistently is nearly impossible.
Portfolio Visualizer
Backtest and stress-test portfolio allocations.
Responding to Income Loss
Immediate steps when financial stability collapses.
Teaching My Son About Money
Practical, values-based financial lessons for kids.
🩺 Health
Why Sleep Deprivation Kills
The cellular science behind why sleep is essential.
âš¡ Productivity
100 Blocks a Day
Visualizing daily time to make deliberate life choices.
100 Little Ideas (Housel)
A compact collection of insights on life and money.
Adjusting to New Normals
How to emotionally adapt during times of disruption.
Audience-First Products (Perell)
Build people first, product second.
Building a Second Brain (Illustrated)
Visual guide to organizing your digital knowledge.
Great Talks Most Haven’t Heard
A curated list of powerful and overlooked speeches.
Growth Without Goals
Personal progress through systems rather than targets.
Guide to Public Speaking (Ashcroft)
A practical path to confident, conversational speaking.
Procrastination Equation
A practical formula for why we delay and how to stop.
Startup Founder’s Guide to Analytics
How to choose metrics that actually drive decisions.
Writing as a Thinking Tool
How writing clarifies thought and boosts understanding.
🧠Psychology
Beyond Overpreparation
Learn to start before you feel perfectly ready.
Life of Quiet Desperation
A reflection on drifting through life without purpose.
Passive Barriers (Ramit Sethi)
Why small inconveniences stop action and how to remove them.
🔬 Science
The Fermi Paradox
Why we might be alone—or not—in the universe.
Why Your Cat Thinks You're an Ape
Understanding cat behavior through evolutionary mismatch.