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Data Science

Data Science allows us to extract meaning from and interpret data.

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Modelling Corporate Acquisition History as a Graph, Not a List

Modelling Corporate Acquisition History as a Graph, Not a List

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2 min read
We Shipped a 10x Error on General Mills. Here's the Bug, and the Check That Would Have Caught It.

We Shipped a 10x Error on General Mills. Here's the Bug, and the Check That Would Have Caught It.

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5 min read
Governing AI Agents: Why Compile-Time Security is Mandatory

Governing AI Agents: Why Compile-Time Security is Mandatory

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2 min read
Linear Regression Explained: Estimating Car Values by Mileage

Linear Regression Explained: Estimating Car Values by Mileage

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4 min read
Feature Engineering Trade-offs & Multi-Metric

Feature Engineering Trade-offs & Multi-Metric

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1 min read
The LLM was better at building a solver than playing the game

The LLM was better at building a solver than playing the game

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5 min read
"I didn't search for it. I didn't type it. I only talked about it."

"I didn't search for it. I didn't type it. I only talked about it."

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2 min read
Beyond the Mean: An Engineer's Guide to Making Decisions with Statistical Inference

Beyond the Mean: An Engineer's Guide to Making Decisions with Statistical Inference

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11 min read
Robotics Has a 95% Data Gap. World Models Multiply Data — They Don't Create It.

Robotics Has a 95% Data Gap. World Models Multiply Data — They Don't Create It.

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6 min read
One Bug Hit 11 Rows. Another Hit 36 Million.

One Bug Hit 11 Rows. Another Hit 36 Million.

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4 min read
RAG vs. Semantic Layer: Why AI Needs Deterministic Governance

RAG vs. Semantic Layer: Why AI Needs Deterministic Governance

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2 min read
I mined 636 Google Autocomplete queries before building a niche site — here's what people actually search for

I mined 636 Google Autocomplete queries before building a niche site — here's what people actually search for

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2 min read
Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models

Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models

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4 min read
Stop Faking Your Test Data: Why `Faker.js` Breaks the Moment You Have Foreign Keys

Stop Faking Your Test Data: Why `Faker.js` Breaks the Moment You Have Foreign Keys

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5 min read
99.4% Accurate but still completely useless?

99.4% Accurate but still completely useless?

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2 min read
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