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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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Bridging the Frame Gap: Robot-Centric Pointmaps for VLA Models

Bridging the Frame Gap: Robot-Centric Pointmaps for VLA Models

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3 min read
PyTorch Autograd Explained: What .backward() Actually Does

PyTorch Autograd Explained: What .backward() Actually Does

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9 min read
Origin Part 20: Gradient Pollution

Origin Part 20: Gradient Pollution

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7 min read
Claude 3.5 Sonnet is the New Default Workhorse

Claude 3.5 Sonnet is the New Default Workhorse

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3 min read
Is China's Open-Weights AI Strategy Actually Winning?

Is China's Open-Weights AI Strategy Actually Winning?

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2 min read
The Shift to Agentic AI: Why the Next Phase of Artificial Intelligence Changes Everything

The Shift to Agentic AI: Why the Next Phase of Artificial Intelligence Changes Everything

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5 min read
I built AutoML for quantum machine learning — here's the architecture

I built AutoML for quantum machine learning — here's the architecture

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3 min read
Decoding the Link Between Pretraining and Reinforcement Learning

Decoding the Link Between Pretraining and Reinforcement Learning

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3 min read
Building HireFlow Agent: An Autopilot Hiring Agent on Qwen Cloud

Building HireFlow Agent: An Autopilot Hiring Agent on Qwen Cloud

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3 min read
BF16 vs FP8 vs INT4: The Quantization Bakeoff That Explains Why Your Local AI Agent Breaks

BF16 vs FP8 vs INT4: The Quantization Bakeoff That Explains Why Your Local AI Agent Breaks

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7 min read
A prompt change is a product change: a small release gate for LLM features

A prompt change is a product change: a small release gate for LLM features

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3 min read
Your AI Coding Agent Is Probably Wasting Half Its Context Window

Your AI Coding Agent Is Probably Wasting Half Its Context Window

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7 min read
Agentic AI: How Operator and Computer Use Actually Execute Tasks

Agentic AI: How Operator and Computer Use Actually Execute Tasks

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2 min read
How We Built an AI Document Fraud Detection Platform That Explains Every Decision

How We Built an AI Document Fraud Detection Platform That Explains Every Decision

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1 min read
The harness matters more than the model: building Ziya Code

The harness matters more than the model: building Ziya Code

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6 min read
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