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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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Axiom: the agent runtime where every belief has a confidence score

Axiom: the agent runtime where every belief has a confidence score

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3 min read
Where small models beat frontier LLMs (and where they don't): a 125M PHI detector

Where small models beat frontier LLMs (and where they don't): a 125M PHI detector

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10 min read
From Machine Learning to Production: A Practical Walkthrough Using My Vancouver Traffic Accident Risk Predictor

From Machine Learning to Production: A Practical Walkthrough Using My Vancouver Traffic Accident Risk Predictor

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9 min read
Catching the failure is the easy part

Catching the failure is the easy part

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4 min read
Your AI agent remembers what sounds related, not what worked

Your AI agent remembers what sounds related, not what worked

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5 min read
Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

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2 min read
How Modern AI Search Engines Work: Retrieval, Reranking & Routing

How Modern AI Search Engines Work: Retrieval, Reranking & Routing

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4 min read
RightLayout: Shipping a Mac AI Tool, Then Letting Go

RightLayout: Shipping a Mac AI Tool, Then Letting Go

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5 min read
Cloud AI: Claude on AWS GA, Agent Payments, & LLM Stack Optimization

Cloud AI: Claude on AWS GA, Agent Payments, & LLM Stack Optimization

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4 min read
Knowing When Your LLM Is Wrong: A Field Guide for Agentic Systems

Knowing When Your LLM Is Wrong: A Field Guide for Agentic Systems

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17 min read
HeadLess BAI

HeadLess BAI

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4 min read
Code not working." -> Changes a random line -> It works. 🤡 (The Dev Life)

Code not working." -> Changes a random line -> It works. 🤡 (The Dev Life)

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1 min read
Hidden in Plain Sight: Implementing StegoPNet for Deep Image Steganography 🚀

Hidden in Plain Sight: Implementing StegoPNet for Deep Image Steganography 🚀

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3 min read
I trained a neural network to find exoplanets. Here's what actually worked.

I trained a neural network to find exoplanets. Here's what actually worked.

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2 min read
TokenSpeed and the Quiet Race to Make LLM Inference Boring

TokenSpeed and the Quiet Race to Make LLM Inference Boring

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5 min read
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