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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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Thermodynamic Continual Learning in Persistent AI Agents (110+ Days Runtime)

Thermodynamic Continual Learning in Persistent AI Agents (110+ Days Runtime)

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2 min read
The Rise of Self-Evolving AI Agents: Memory, Skills, and the Architecture That Changes Everything

The Rise of Self-Evolving AI Agents: Memory, Skills, and the Architecture That Changes Everything

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7 min read
AI for Personal: How Edge-Native Agents Bring Data Sovereignty Back to Your Device

AI for Personal: How Edge-Native Agents Bring Data Sovereignty Back to Your Device

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7 min read
I Built a Multi-Agent Coding System From Scratch in Python (No Frameworks)

I Built a Multi-Agent Coding System From Scratch in Python (No Frameworks)

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4 min read
Wiring AI Into Construction Operations: Beyond the Demo Trap

Wiring AI Into Construction Operations: Beyond the Demo Trap

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7 min read
From 53%% to 90%%: How an Auto-Healing AI Swarm Learned to Defend Itself

From 53%% to 90%%: How an Auto-Healing AI Swarm Learned to Defend Itself

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3 min read
The Real Bottleneck in AI Coding Isn't Generation—It's Everything Else

The Real Bottleneck in AI Coding Isn't Generation—It's Everything Else

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3 min read
Building a Vector Search Engine from Scratch: The Math and Mechanics of HNSW

Building a Vector Search Engine from Scratch: The Math and Mechanics of HNSW

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4 min read
Why Your Inference Stack Is Bleeding Money — And How to Fix It

Why Your Inference Stack Is Bleeding Money — And How to Fix It

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6 min read
Introduction to RAG

Introduction to RAG

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2 min read
What happens when you hide embeddings but keep search working?

What happens when you hide embeddings but keep search working?

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3 min read
Claude Code v2.1.117 Boosts Opus 4.7; Anthropic Org Ban Alert; DIY LLM Build Experience

Claude Code v2.1.117 Boosts Opus 4.7; Anthropic Org Ban Alert; DIY LLM Build Experience

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3 min read
I Tested Three AI Memory Retrieval Strategies. The Hard Failure Was Semantic

I Tested Three AI Memory Retrieval Strategies. The Hard Failure Was Semantic

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8 min read
RAG Systems in Production: Building Enterprise Knowledge Search

RAG Systems in Production: Building Enterprise Knowledge Search

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22 min read
AI 週報:2026/04/17–04/24 OpenAI 一週連發、Anthropic 撞翻 Figma、Mythos 進入政治場

AI 週報:2026/04/17–04/24 OpenAI 一週連發、Anthropic 撞翻 Figma、Mythos 進入政治場

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4 min read
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