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Monoco Research

Momentum Is a Filter, Not Alpha

Equities

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Dec 16, 2025

Momentum Is a Filter, Not Alpha

Why price trends persist without predictive insight

Monoco Research
Monoco Research
Beyond Chatbots: We Don’t Even Copy and Paste Anymore

Artificial Intelligence

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Oct 16, 2025

Beyond Chatbots: We Don’t Even Copy and Paste Anymore

A soft revolution hums beneath the spreadsheets — where humans once spoke, and machines now whisper.

Monoco Research
Monoco Research
Building the Brains of the Future

Data Science

+1

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Aug 5, 2025

Building the Brains of the Future

How Executives, Startups, and Private Equity Can Position for the Rise of Superintelligence Centers

Monoco Research
Monoco Research
The Mirror That Thinks

Philosophy

+2

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May 27, 2025

The Mirror That Thinks

How the rise of AI is reviving philosophy’s oldest question: when does knowledge become consciousness?

Monoco Research
Monoco Research
Shadowing the Benchmark: How Tracking Error Became the Hedge Fund’s Compass

Quant

+1

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May 21, 2025

Shadowing the Benchmark: How Tracking Error Became the Hedge Fund’s Compass

From dusty academic journals to Wall Street trading floors, the rise of tracking error as a strategic weapon reveals the paradox at the heart of modern portfolio management.

Monoco Research
Monoco Research
The Ghost in the GPU: Tobin’s q and the Illusion of Investment

Fundamental Analysis

+2

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May 9, 2025

The Ghost in the GPU: Tobin’s q and the Illusion of Investment

What a Forgotten Economic Ratio Reveals About the AI Chip Crisis

Monoco Research
Monoco Research
The Invisible Architecture of Business: Evolving the Value Chain in an Age of AI and Innovation Stacks

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May 1, 2025

The Invisible Architecture of Business: Evolving the Value Chain in an Age of AI and Innovation Stacks

From Porter's Industrial Diagrams to Global AI Ecosystems, How Visionaries Rebuilt the Value Chain into Engines of Competitive Advantage

Monoco Research
Monoco Research
The Signals Beneath the Surface: A Story of Financial Disclosure and the Battle for Market Truth

Fundamental Analysis

+2

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Apr 19, 2025

The Signals Beneath the Surface: A Story of Financial Disclosure and the Battle for Market Truth

From murky ledgers to the sharp clarity of the 10-K, how corporate transparency evolved—and how savvy investors learned to read between the lines.

Monoco Research
Monoco Research
The war of signals

Quant

+2

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Apr 19, 2025

The war of signals

Cold War Ears: The Foundations of Detection and Estimation Theory

Monoco Research
Monoco Research
Quantum Gold Rush: The New Frontier for Bold Investors

Physics

+3

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Apr 19, 2025

Quantum Gold Rush: The New Frontier for Bold Investors

Why the quantum computing revolution is picking up speed—and who’s poised to shape its trillion-dollar future

Monoco Research
Monoco Research
Capital’s Compass: The Timeless Logic of ROIC

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Apr 16, 2025

Capital’s Compass: The Timeless Logic of ROIC

Why Return on Invested Capital Still Rules — and Where It Falls Short

Monoco Research
Monoco Research
Tariffs and Your Shopping Cart: What Every Consumer Needs to Know

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Apr 14, 2025

Tariffs and Your Shopping Cart: What Every Consumer Needs to Know

Why your toaster might get more expensive, your jeans might stay cheap, and your groceries might surprise you

Monoco Research
Monoco Research
The Humble Pencil and the Invisible Hand: What Tariffs Get Wrong About Trade

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Apr 13, 2025

The Humble Pencil and the Invisible Hand: What Tariffs Get Wrong About Trade

From cedar forests to Sri Lankan graphite, the story of a pencil unveils the beauty—and fragility—of global trade

Monoco Research
Monoco Research
Dancing with the Cycle: Lessons from Howard Marks

Economics

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Apr 12, 2025

Dancing with the Cycle: Lessons from Howard Marks

Understanding Market Rhythms, Human Psychology, and the Art of Second-Level Thinking

Monoco Research
Monoco Research
🧠 The Mind That Remembers: Understanding LSTMs from the Ground Up

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Apr 9, 2025

🧠 The Mind That Remembers: Understanding LSTMs from the Ground Up

How the mathematics of memory changed machine learning forever

Monoco Research
Monoco Research
🧠 Mastering Deep Learning Through Design Patterns

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Apr 9, 2025

🧠 Mastering Deep Learning Through Design Patterns

The stories and structures that shaped the neural revolution

Monoco Research
Monoco Research
Free Cash Flow: The Kingmaker of Metrics

Fundamental Analysis

+6

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Apr 9, 2025

Free Cash Flow: The Kingmaker of Metrics

When all the margins are done talking, cash flow gets the last word

Monoco Research
Monoco Research
The Hidden Gears of Global Trade: Why Asia Absorbed the Tariff Shock

Current News

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Apr 8, 2025

The Hidden Gears of Global Trade: Why Asia Absorbed the Tariff Shock

Globalization runs on trust and timing. Tariffs broke both. Asia, the world’s production core, took the first and hardest hit.

Monoco Research
Monoco Research
Net Margin: The Quiet King of Capitalism

Fundamental Analysis

+4

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Apr 8, 2025

Net Margin: The Quiet King of Capitalism

Monoco Research
Monoco Research
The Memory of Markets: Why Volatility Is Predictable When Returns Are Not

Monoco Mastery Essentials (Level 1)

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Apr 7, 2025

The Memory of Markets: Why Volatility Is Predictable When Returns Are Not

Forecasting the Unseeable: How Volatility Became Wall Street’s Most Predictable Mystery

Monoco Research
Monoco Research
Betting on Belief

Quant

+4

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Apr 7, 2025

Betting on Belief

Bayes' Rule, Finance, and the Art of Thinking in Probabilities

Monoco Research
Monoco Research
Reading the Leaves at Cupertino

Fundamental Analysis

+3

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Apr 7, 2025

Reading the Leaves at Cupertino

How a Fundamental Analyst Would Have Seen Apple—From the Garage to the Trillion-Dollar Club

Monoco Research
Monoco Research
Operating Leverage: The Hidden Force Behind Explosive Profits

Fundamental Analysis

+5

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Apr 6, 2025

Operating Leverage: The Hidden Force Behind Explosive Profits

When fixed costs are your best friend—and your worst enemy

Monoco Research
Monoco Research
Operating Margin: The Margin of Mastery

Fundamental Analysis

+5

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Apr 6, 2025

Operating Margin: The Margin of Mastery

Where strategy, structure, and scale converge—or collapse

Monoco Research
Monoco Research
Gross vs. Net Margin: Sector by Sector, Who Really Wins?

Fundamental Analysis

+5

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Apr 6, 2025

Gross vs. Net Margin: Sector by Sector, Who Really Wins?

The battleground shifts, the rules change—but the margins still decide who survives

Monoco Research
Monoco Research
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Monoco Research

Thinking clearly in noisy systems