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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 Replaced Whisper with Parakeet on a $55/Month CPU Server. Here Is What Actually Happened

I Replaced Whisper with Parakeet on a $55/Month CPU Server. Here Is What Actually Happened

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6 min read
GLM-5.2: The 1M-Context Open Model That Actually Ships

GLM-5.2: The 1M-Context Open Model That Actually Ships

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3 min read
Why Most AI Agents Still Can't Loop — And That's Why AI Apps Haven't Exploded

Why Most AI Agents Still Can't Loop — And That's Why AI Apps Haven't Exploded

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4 min read
Grok 4.6 Released: Benchmarks, Pricing, and What It Means for Agent Builders

Grok 4.6 Released: Benchmarks, Pricing, and What It Means for Agent Builders

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5 min read
Why I Stopped Trusting Similarity Scores and Built a System That Says "No"

Why I Stopped Trusting Similarity Scores and Built a System That Says "No"

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5 min read
Your AI's entire memory, as one encrypted file you own

Your AI's entire memory, as one encrypted file you own

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4 min read
My fine-tuned model scored 100%... The benchmark was lying

My fine-tuned model scored 100%... The benchmark was lying

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10 min read
Why Academic Search Still Feels Like 2005

Why Academic Search Still Feels Like 2005

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2 min read
Shrink Your LLM by 75% and (Mostly) Keep Its Brain: Quantization Explained

Shrink Your LLM by 75% and (Mostly) Keep Its Brain: Quantization Explained

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5 min read
I built MargIQ to learn which AI workflows actually need expensive models

I built MargIQ to learn which AI workflows actually need expensive models

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2 min read
Distilling Kimi Into Qwen Doesn't Give You Kimi. It Gives You Qwen With Kimi's Handwriting

Distilling Kimi Into Qwen Doesn't Give You Kimi. It Gives You Qwen With Kimi's Handwriting

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11 min read
Sub-Agent Metrics Are Not Comparable to Main-Thread Metrics

Reveals dispatchers confound agent benchmarks

Sub-Agent Metrics Are Not Comparable to Main-Thread Metrics

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11 min read
The reranker I added to improve RAG was causing most of my remaining misses

The reranker I added to improve RAG was causing most of my remaining misses

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5 min read
Building a RAG System From Scratch — Four Components, One Working Pipeline

Building a RAG System From Scratch — Four Components, One Working Pipeline

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5 min read
How to Build a Good Human-in-the-Loop for Browser & Computer-Use Agents

How to Build a Good Human-in-the-Loop for Browser & Computer-Use Agents

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8 min read
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