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The Archive
Every story we've published, by year.
DataSynth & Co. publishes a small number of carefully edited pieces. Older work is left as-is so that you can see when an idea was first proposed and when it was later corrected. Errata are noted inline.
2026 19 stories
Where Else to Put Money: Property, Metals and Factor Funds
May 27
The Energy Footprint of Inference: A Back-of-Envelope
May 26
What 12 Million Citations Tell Us About Which AI Papers Matter
May 24
The Investors Who Shaped Modern Markets
May 22
Investment Taxes: Keeping More of What You Earn
May 22
Building an Investment Portfolio as a Tech Professional
May 21
Open-Source AI vs Proprietary Models: Business Models and Developer Trade-offs
May 21
A New Benchmark Reveals What Frontier Models Still Can't Do
May 21
Why Retrieval-Augmented Generation Quietly Stopped Working
May 18
AI Pure-Plays Are Spending Four Times Their Revenue. Should You Care?
May 14
An editorial note: what DataSynth & Co. is for
May 10
Value Investing in an AI-Dominated Market
May 5
How to Stay Rational When Markets Turn Volatile
May 5
Share Buybacks: What Netflix's $25B Decision Signals
May 5
Emerging Tech Investments: Balancing Upside and Risk
May 5
Compound Interest: The Most Underrated Force in Personal Finance
May 5
Machine Learning Models for Market Prediction: Signals in Earnings Volatility
Apr 29
Neural Architecture Search for NLP: AutoML Meets Language Models
Apr 23
AI-Powered Data Integration Pipelines: Automating Enterprise Data Flow
Apr 21
2025 11 stories
Mastering MLOps: Seamless ML Life Cycles with Data Versioning
Jul 19
Beyond the Black Box: Making Sense of Time-Series Predictions with Explainable AI
Jul 17
How to Write Faster Python Code for Data Science: Essential Tips for Beginners
Jul 14
Unboxing the Black Box: How Explainable AI Builds Trust
Jul 13
Unboxing the Black Box: Why Explainable AI is Key
Jul 13
Unboxing the AI Black Box: Demystifying Model Interpretability with SHAP and LIME for Explainable AI
Jul 6
Unmasking the Clever Hans in Unsupervised AI: Why Transparency Matters More Than Ever
Jul 6
Unearthing Outliers: Deep Dive into Anomaly Detection Techniques for Data Integrity
Jul 6
Beyond the Numbers: Tackling Fraud with Impactful Data Science Projects
Jul 6
Unlocking Agility: The Strategic Power of Data-Driven Decisions in 2025
Jul 6
Generative AI LLMs: Unboxing the Future of Intelligent Systems and Explainability
Jul 6