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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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Retrieval-Augmented Generation (RAG) Explained 2026

Retrieval-Augmented Generation (RAG) Explained 2026

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5 min read
"How Does LLM Actually Work? From Prompt to Prediction"

"How Does LLM Actually Work? From Prompt to Prediction"

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7 min read
I Ditched Cloud Vector Databases for SQLite FTS5 — and My RAG Pipeline Got 10x Better

I Ditched Cloud Vector Databases for SQLite FTS5 — and My RAG Pipeline Got 10x Better

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6 min read
Z.ai’s GLM-5.3 Closes the AI Cyber Gap

Z.ai’s GLM-5.3 Closes the AI Cyber Gap

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6 min read
Stop Passing Strings Between AI Agents: Use In-Memory KV Cache Handoffs

Stop Passing Strings Between AI Agents: Use In-Memory KV Cache Handoffs

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3 min read
I built a RAG assistant, then found out my architecture change made it worse

I built a RAG assistant, then found out my architecture change made it worse

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5 min read
Beyond the Chat Box: OpenAI's OS-level Agent and Its Plaintext Problem

Beyond the Chat Box: OpenAI's OS-level Agent and Its Plaintext Problem

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3 min read
Our Documentation Was Lying. The Model Believed It.

Our Documentation Was Lying. The Model Believed It.

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8 min read
Turning Qwen2.5-0.5B into a JSON API with SFT — 23% 100% on a Free T4

Turning Qwen2.5-0.5B into a JSON API with SFT — 23% 100% on a Free T4

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13 min read
Introducing Murya AI

Introducing Murya AI

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1 min read
Beyond Bigger Models: The Practical Blueprint to Making AI Smarter (And Why It Matters)

Beyond Bigger Models: The Practical Blueprint to Making AI Smarter (And Why It Matters)

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6 min read
Toast 1: A New Embedding Model That Rivals OpenAI at a Fraction of the Cost

Toast 1: A New Embedding Model That Rivals OpenAI at a Fraction of the Cost

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3 min read
Google Just Made Private AI Practical — Homomorphic Encryption Could Change Everything

Google Just Made Private AI Practical — Homomorphic Encryption Could Change Everything

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3 min read
Open Discovery Challenge: How to Build a Verifiable Judge for AI-Designed Malaria Drugs

Open Discovery Challenge: How to Build a Verifiable Judge for AI-Designed Malaria Drugs

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6 min read
Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

Running Gemma 4 on EC2 G5g: Graviton2 AMD with NVIDIA GPU

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9 min read
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