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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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I Didn't Know I Was Doing Harness Engineering

I Didn't Know I Was Doing Harness Engineering

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6 min read
I built a zero-dependency synthetic data engine because random mock strings are useless for ML 💀

I built a zero-dependency synthetic data engine because random mock strings are useless for ML 💀

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1 min read
I Let an LLM Play Cookie Clicker. Then I Fixed Its Biggest Weakness.

I Let an LLM Play Cookie Clicker. Then I Fixed Its Biggest Weakness.

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7 min read
AI Isn't the Problem. The Loss Function Is.

AI Isn't the Problem. The Loss Function Is.

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6 min read
Deep Dive into vLLM: How PagedAttention & Continuous Batching Revolutionized LLM Inference

Deep Dive into vLLM: How PagedAttention & Continuous Batching Revolutionized LLM Inference

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4 min read
Beyond the Hype: Building AI Agents That Actually Remember

Beyond the Hype: Building AI Agents That Actually Remember

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5 min read
AI 週報:2026/3/27–4/1 Anthropic 一週三震、Arm 首顆自研晶片、Apple 開放 Siri 給對手

AI 週報:2026/3/27–4/1 Anthropic 一週三震、Arm 首顆自研晶片、Apple 開放 Siri 給對手

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2 min read
Lightweight layered configuration management for Python

Lightweight layered configuration management for Python

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1 min read
Machine Learning Basics for AWS AI Practitioner Certification

Machine Learning Basics for AWS AI Practitioner Certification

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3 min read
Beyond Simple OCR: Building an Autonomous VLM Auditor for E-Commerce Scale

Beyond Simple OCR: Building an Autonomous VLM Auditor for E-Commerce Scale

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3 min read
Why Your 'AI-Ready' Data Isn't: The Hidden Pipeline Problem Breaking Production AI

Why Your 'AI-Ready' Data Isn't: The Hidden Pipeline Problem Breaking Production AI

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6 min read
不是模型變強,而是記憶變便宜:TurboQuant 的技術真相、華爾街恐慌與學術風暴

不是模型變強,而是記憶變便宜:TurboQuant 的技術真相、華爾街恐慌與學術風暴

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3 min read
Shadow Testing a Fraud Vendor Before You Touch Production

Shadow Testing a Fraud Vendor Before You Touch Production

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3 min read
SageMaker Studio Domain with Terraform: Your ML Workspace on AWS 🔬

SageMaker Studio Domain with Terraform: Your ML Workspace on AWS 🔬

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5 min read
AI on Legacy Systems - What the Integration Layer Actually Looks Like

AI on Legacy Systems - What the Integration Layer Actually Looks Like

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3 min read
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