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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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Cost Optimization Techniques for Large Language Models and AI Systems

Cost Optimization Techniques for Large Language Models and AI Systems

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2 min read
I fine-tuned a bias judge for $30. The training was the easy part.

Gemma 4 Challenge: Write about Gemma 4 Submission

I fine-tuned a bias judge for $30. The training was the easy part.

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5 min read
An AI Found 500 Zero-Day Bugs in Open Source Software (and One Exploit That Took 8 Hours)

An AI Found 500 Zero-Day Bugs in Open Source Software (and One Exploit That Took 8 Hours)

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4 min read
Building a Production RAG Pipeline: Lessons from Real-World AI Apps

Building a Production RAG Pipeline: Lessons from Real-World AI Apps

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2 min read
I Rebuilt Karpathy's NanoChat in JAX. Here's What XLA Gets Right and What It Gets Dead Wrong.

JIT error detection vs silent gradient bugs

I Rebuilt Karpathy's NanoChat in JAX. Here's What XLA Gets Right and What It Gets Dead Wrong.

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13 min read
The AI Stack: A Practical Guide to Building Your Own Intelligent Applications

The AI Stack: A Practical Guide to Building Your Own Intelligent Applications

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5 min read
A Developer's Introduction to Generative AI

A Developer's Introduction to Generative AI

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3 min read
Building My First AI Agent with Strands SDK and Amazon Bedrock Errors, Fixes & Lessons Learned

Building My First AI Agent with Strands SDK and Amazon Bedrock Errors, Fixes & Lessons Learned

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5 min read
Everyone is using LLMs wrong........

Everyone is using LLMs wrong........

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2 min read
Gemma 4 and the On-Device AI Revolution No One Prepared You For

Gemma 4 and the On-Device AI Revolution No One Prepared You For

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4 min read
Setting Up NVIDIA Drivers and CUDA for ML/DL on Ubuntu 22.04

Setting Up NVIDIA Drivers and CUDA for ML/DL on Ubuntu 22.04

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3 min read
Orbis: Turn Any GitHub Repository Into an Interactive 3D Dependency Graph

Orbis: Turn Any GitHub Repository Into an Interactive 3D Dependency Graph

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6 min read
RAG Doesn’t Fail Loudly — It Fails Quietly

RAG Doesn’t Fail Loudly — It Fails Quietly

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3 min read
How I Evaluated an AI Model on AWS Without Writing a Single Line of Training Code

How I Evaluated an AI Model on AWS Without Writing a Single Line of Training Code

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6 min read
I Caught a Jailbreak Attack That Hides Inside Normal Conversations

I Caught a Jailbreak Attack That Hides Inside Normal Conversations

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3 min read
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