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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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Redaction is Not Enough: When an LLM can still Infer the PII You Stripped Out

Redaction is Not Enough: When an LLM can still Infer the PII You Stripped Out

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4 min read
I spent months training a 730M model with no tool that could tell me it was already dead

I spent months training a 730M model with no tool that could tell me it was already dead

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7 min read
Collaborative Filtering: How Computers Find Your Next Favourite Thing

Uses a party analogy to explain tech math

Collaborative Filtering: How Computers Find Your Next Favourite Thing

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5 min read
Adam: The Optimization Algorithm That Made LLMs Practical

Adam: The Optimization Algorithm That Made LLMs Practical

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5 min read
Stop browsing Hugging Face like it's 2015

Stop browsing Hugging Face like it's 2015

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3 min read
SGLang v0.5.14: LPLB Expert-Parallel Load Balancing

SGLang v0.5.14: LPLB Expert-Parallel Load Balancing

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7 min read
Chain-of-Thought Hijacking: How AI's Smartest Feature Becomes Its Biggest Weakness

Chain-of-Thought Hijacking: How AI's Smartest Feature Becomes Its Biggest Weakness

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6 min read
Have You Ever Asked Your AI: How Confident Are You?

Have You Ever Asked Your AI: How Confident Are You?

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3 min read
CPU vs GPU vs TPU vs NPU — What's Actually Different?

CPU vs GPU vs TPU vs NPU — What's Actually Different?

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4 min read
I tracked which AI models people actually use for a month. The top 5 are all Chinese or open-weight.

I tracked which AI models people actually use for a month. The top 5 are all Chinese or open-weight.

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2 min read
Low-Rank Adapters Turn Preference Tuning Into Shortcut Tuning

Low-Rank Adapters Turn Preference Tuning Into Shortcut Tuning

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4 min read
Out-of-Bag Error: The Free Exam You Didn't Know You Were Already Taking

Out-of-Bag Error: The Free Exam You Didn't Know You Were Already Taking

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19 min read
GLM 5.2 Has a 1M Token Context Window. Here's What That Does to Your API Bill.

GLM 5.2 Has a 1M Token Context Window. Here's What That Does to Your API Bill.

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4 min read
Part 1 - Functional AI

Part 1 - Functional AI

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4 min read
Your Training Set Is Quietly Eating Itself: A Field Guide to Model Collapse in 2026

Your Training Set Is Quietly Eating Itself: A Field Guide to Model Collapse in 2026

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6 min read
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