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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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Running Chinese LLMs at Scale: A Cloud Architect's Notes

Running Chinese LLMs at Scale: A Cloud Architect's Notes

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9 min read
I Pre-Registered a Hypothesis. 600 API Calls Later, the Data Killed It.

Git logs as a DIY pre-registration tool

I Pre-Registered a Hypothesis. 600 API Calls Later, the Data Killed It.

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5 min read
Building BookVerse AI: An Intelligent Book Recommendation System

Building BookVerse AI: An Intelligent Book Recommendation System

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1 min read
A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

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4 min read
AI Agents Remember Facts But Can't Learn From Mistakes — Here's a Fix Tags: ai, agents, machinelearning, python, opensource

AI Agents Remember Facts But Can't Learn From Mistakes — Here's a Fix Tags: ai, agents, machinelearning, python, opensource

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3 min read
Claude just passed ChatGPT in US business spend — and Claude Code agents start billing separately

Claude just passed ChatGPT in US business spend — and Claude Code agents start billing separately

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2 min read
Why Your AI Agent's Context Window Isn't Memory (And What to Build Instead)

Why Your AI Agent's Context Window Isn't Memory (And What to Build Instead)

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3 min read
Why I Stopped Using ChatGPT for Product Research — Claude Does This Better

Why I Stopped Using ChatGPT for Product Research — Claude Does This Better

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6 min read
I'm 18 and I Built a Neuron-Like Memory System for AI

I'm 18 and I Built a Neuron-Like Memory System for AI

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3 min read
Choosing the Right LLM for Your Agent: A Builder's Comparison Framework

Choosing the Right LLM for Your Agent: A Builder's Comparison Framework

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4 min read
Free students, paid teachers: how cheap LLMs learn from expensive ones

Free students, paid teachers: how cheap LLMs learn from expensive ones

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2 min read
I designed a 67-module AI/ML doctoral curriculum for my ADHD brain — here's the architecture

I designed a 67-module AI/ML doctoral curriculum for my ADHD brain — here's the architecture

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3 min read
Our few-shot examples came from the eval set. The 0.94 was fiction.

Our few-shot examples came from the eval set. The 0.94 was fiction.

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13 min read
AI Agent Autonomy Levels: From Logged to Locked Down

AI Agent Autonomy Levels: From Logged to Locked Down

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8 min read
Building an On-Device Training Strategy for Personalized iOS Apps

Building an On-Device Training Strategy for Personalized iOS Apps

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3 min read
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