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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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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
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
Email Triage Taxonomies for LLM Classification

Email Triage Taxonomies for LLM Classification

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5 min read
Can AI Boost AI Itself? The Recursive Flywheel of Machine Learning

Can AI Boost AI Itself? The Recursive Flywheel of Machine Learning

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3 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
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
The XOR Problem: Why Neural Nets Needed Hidden Layers

The XOR Problem: Why Neural Nets Needed Hidden Layers

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2 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
I Built a Python Library for Synthetic Dataset Generation and Missing Value Simulation

I Built a Python Library for Synthetic Dataset Generation and Missing Value Simulation

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2 min read
16 Days, 4.7M Params, Zero Black Boxes: Building a White-box Chinese Cognition Engine from Scratch

16 Days, 4.7M Params, Zero Black Boxes: Building a White-box Chinese Cognition Engine from Scratch

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5 min read
Fine-Tuning Llama 3.2 3B on Medical QA: Week 4 - When Lower Loss Meant a Worse Model

Fine-Tuning Llama 3.2 3B on Medical QA: Week 4 - When Lower Loss Meant a Worse Model

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7 min read
FutureX · Physical AI Daily — Issue 30 (06/17)

FutureX · Physical AI Daily — Issue 30 (06/17)

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14 min read
What I Learned from My Machine Learning Journey: Beyond the Algorithms

What I Learned from My Machine Learning Journey: Beyond the Algorithms

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5 min read
How I Cut Speech-to-Text Costs by 60% Without Killing Quality

How I Cut Speech-to-Text Costs by 60% Without Killing Quality

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8 min read
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