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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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I built 'dfxpy' to reduce repetitive Pandas + ML preprocessing workflows

I built 'dfxpy' to reduce repetitive Pandas + ML preprocessing workflows

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1 min read
CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

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4 min read
Google Colab, but in your favourite terminal

Google Colab, but in your favourite terminal

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5 min read
I trained a sprite model with agents. The data was the bottleneck.

I trained a sprite model with agents. The data was the bottleneck.

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3 min read
Why Unit Tests Aren't Enough for LLM Features

Why Unit Tests Aren't Enough for LLM Features

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6 min read
Reverse-Engineering LinkedIn's 360Brew From Their Engineering Blog

Reverse-Engineering LinkedIn's 360Brew From Their Engineering Blog

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3 min read
Testing Long-Horizon Coherence in MusicGen: A Real-Data Mech Interp Pipeline

Testing Long-Horizon Coherence in MusicGen: A Real-Data Mech Interp Pipeline

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6 min read
Roast My Stack: AI-Powered USSD Marketplace for 7M Kenyan Farmers

Roast My Stack: AI-Powered USSD Marketplace for 7M Kenyan Farmers

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1 min read
Gemini 3.5 Flash: Agent-First Model Design

Gemini 3.5 Flash: Agent-First Model Design

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8 min read
The Boundary Held. Even When the Content Was Forged. *AI Memory Judgment — CLAIM-27: testing whether content-integrity was a hidden dependency*

The Boundary Held. Even When the Content Was Forged. *AI Memory Judgment — CLAIM-27: testing whether content-integrity was a hidden dependency*

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4 min read
Mistral's Codestral Isn't Another Generalist Model

Mistral's Codestral Isn't Another Generalist Model

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3 min read
I Built a Self-Updating SEO Brain Inspired by Andrej Karpathy's LLM Wiki

I Built a Self-Updating SEO Brain Inspired by Andrej Karpathy's LLM Wiki

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6 min read
What building a life simulation taught me about probability and my father’s faith.

What building a life simulation taught me about probability and my father’s faith.

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4 min read
The handoff is the workflow

The handoff is the workflow

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6 min read
Zhipu AI — Deep Dive

Zhipu AI — Deep Dive

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11 min read
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