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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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Understanding Transformers Part 14: Calculating Encoder–Decoder Attention

Understanding Transformers Part 14: Calculating Encoder–Decoder Attention

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2 min read
Fast Guided Filter

Fast Guided Filter

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1 min read
Why Hindsight Replaced My Manual Reminders

Why Hindsight Replaced My Manual Reminders

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7 min read
How Hindsight Generates Contextual Student Tasks

How Hindsight Generates Contextual Student Tasks

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7 min read
Cloud AI APIs vs. Self-Hosted LLMs: When an Old Phone Beats GPT-4

Cloud AI APIs vs. Self-Hosted LLMs: When an Old Phone Beats GPT-4

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5 min read
Why Versioned SQL Beats Vector RAG for Agent Memory Systems

Why Versioned SQL Beats Vector RAG for Agent Memory Systems

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3 min read
I stopped storing chats and built a stateful study agent instead !!

I stopped storing chats and built a stateful study agent instead !!

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3 min read
LLM-Based System Achieves 68% Recall at 90% Precision for Online User Deanonymization

LLM-Based System Achieves 68% Recall at 90% Precision for Online User Deanonymization

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4 min read
OXRL Study: Post-Training Algorithm Rankings Invert with Model Scale, Loss Modifications Offer Negligible Gains

OXRL Study: Post-Training Algorithm Rankings Invert with Model Scale, Loss Modifications Offer Negligible Gains

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6 min read
Why RAG fails for AI agent memory — and how I fixed it (with benchmarks)

Why RAG fails for AI agent memory — and how I fixed it (with benchmarks)

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3 min read
Variance testing flipped my Ollama benchmark ranking

Variance testing flipped my Ollama benchmark ranking

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5 min read
Can Adversaries Game Your Economic Firewall?

Can Adversaries Game Your Economic Firewall?

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6 min read
The prompt engineering that didn't work (and what did)

The prompt engineering that didn't work (and what did)

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9 min read
My AI Spirit Summoned an Anime Character — Without Knowing She Existed

My AI Spirit Summoned an Anime Character — Without Knowing She Existed

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4 min read
Shizuka英語記事

Shizuka英語記事

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5 min read
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