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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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Cross Entropy Derivatives, Part 5: Optimizing bias with backpropagation

Cross Entropy Derivatives, Part 5: Optimizing bias with backpropagation

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3 min read
How to Deploy a Gradio App on AWS — Two Approaches Compared

How to Deploy a Gradio App on AWS — Two Approaches Compared

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4 min read
Measuring Model Overconfidence: When AI Thinks It Knows

Measuring Model Overconfidence: When AI Thinks It Knows

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3 min read
Why Persistent Memory Is the Missing Piece in AI Companions

Why Persistent Memory Is the Missing Piece in AI Companions

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2 min read
Studying Moltbook AI 🤖: What Breaks When Only AI Agents Use Social Networks

Studying Moltbook AI 🤖: What Breaks When Only AI Agents Use Social Networks

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4 min read
KV Cache Optimization — Why Inference Memory Explodes and How to Fix It

KV Cache Optimization — Why Inference Memory Explodes and How to Fix It

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3 min read
Image Classification with Convolutional Neural Networks – Part 2: Creating a Feature Map

Image Classification with Convolutional Neural Networks – Part 2: Creating a Feature Map

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2 min read
A Developer’s Guide to Detecting AI-Generated Images

A Developer’s Guide to Detecting AI-Generated Images

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3 min read
Why GenAI Apps Feel Slow (And How Developers Actually Fix It)

Why GenAI Apps Feel Slow (And How Developers Actually Fix It)

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5 min read
Why TF-IDF Still Works for AI Memory in 2026 (And When It Doesn't)

Why TF-IDF Still Works for AI Memory in 2026 (And When It Doesn't)

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2 min read
OpenAI Just Got "Swarmed": Kimi k2.5 and the Death of the Single Agent

OpenAI Just Got "Swarmed": Kimi k2.5 and the Death of the Single Agent

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3 min read
I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."

I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."

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6 min read
Hack Your Bio-Data: Predicting 2-Hour Glucose Trends with Transformers and PyTorch 🩸🚀

Hack Your Bio-Data: Predicting 2-Hour Glucose Trends with Transformers and PyTorch 🩸🚀

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4 min read
I Spent $400/Month on a Reranker That Made My RAG Worse

I Spent $400/Month on a Reranker That Made My RAG Worse

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5 min read
When a Model Finds a Bug in Cryptography, and a Cryptographer Learns New Mathematics from It

When a Model Finds a Bug in Cryptography, and a Cryptographer Learns New Mathematics from It

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8 min read
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