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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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Two Mistakes Hiding Behind One Good-Looking Number

Two Mistakes Hiding Behind One Good-Looking Number

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6 min read
8 Python Patterns a DevOps Engineer Actually Needs for ML

8 Python Patterns a DevOps Engineer Actually Needs for ML

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6 min read
Winograd convolutions cost us 2 mAP and we didn't notice for a month

Winograd convolutions cost us 2 mAP and we didn't notice for a month

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4 min read
How much VRAM do you actually need to run Llama 3 or Gemma locally?

How much VRAM do you actually need to run Llama 3 or Gemma locally?

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4 min read
Why Most AI Agents Fail in Production And the Architecture Patterns That Actually Work

Why Most AI Agents Fail in Production And the Architecture Patterns That Actually Work

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5 min read
Vibe citing: how KPMG used AI to write a report about AI and AI made them look like fools

Vibe citing: how KPMG used AI to write a report about AI and AI made them look like fools

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6 min read
Hillock: A brain-inspired, CPU-bound memory gate for local LLMs

Hillock: A brain-inspired, CPU-bound memory gate for local LLMs

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2 min read
Decision Trees From Scratch: Yes/No Questions That Carve Up Data

Decision Trees From Scratch: Yes/No Questions That Carve Up Data

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2 min read
Top AI Security Risks Every Developer Should Understand in 2026

Top AI Security Risks Every Developer Should Understand in 2026

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2 min read
Stateful Python Kernels Lift VLM Spatial Reasoning

Stateful Python Kernels Lift VLM Spatial Reasoning

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2 min read
How I Cut AI API Costs by 65% — A Freelance Dev's 2026 Guide

How I Cut AI API Costs by 65% — A Freelance Dev's 2026 Guide

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7 min read
I pointed the OpenAI SDK at one base URL and got Claude, GPT and Gemini

I pointed the OpenAI SDK at one base URL and got Claude, GPT and Gemini

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4 min read
How I Cut Costs 65% Migrating LangChain to DeepSeek

How I Cut Costs 65% Migrating LangChain to DeepSeek

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8 min read
Notion AI's Pricing Trap: Why I Went Open Source Instead

Notion AI's Pricing Trap: Why I Went Open Source Instead

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8 min read
How a Neural Network Actually Learns — Training, in Plain Words

How a Neural Network Actually Learns — Training, in Plain Words

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2 min read
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