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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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How to Secure AI Agents in Production: What MCP Gets Right (and What It Doesn’t)

The lethal trifecta of agent risk

How to Secure AI Agents in Production: What MCP Gets Right (and What It Doesn’t)

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8 min read
I Thought I Was Maintaining Memory. I Was Actually Maintaining Attention.

I Thought I Was Maintaining Memory. I Was Actually Maintaining Attention.

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3 min read
MCP Shows What the Agent Did. eBPF Shows Why the GPU Stalled.

MCP Shows What the Agent Did. eBPF Shows Why the GPU Stalled.

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7 min read
Error Handling Patterns for Python AI Pipelines: What to Catch, What to Retry, and What to Alert On

Error Handling Patterns for Python AI Pipelines: What to Catch, What to Retry, and What to Alert On

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8 min read
How to Stop Your AI Agent from Draining Your Bank Account: A Guide to Agentic Payments

How to Stop Your AI Agent from Draining Your Bank Account: A Guide to Agentic Payments

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3 min read
## I Built an AI Quantum Circuit Compiler — Here’s What I Learned

## I Built an AI Quantum Circuit Compiler — Here’s What I Learned

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3 min read
Shai-Hulud Malware in PyTorch Lightning: What Actually Happened and How to Check Your Environment

Shai-Hulud Malware in PyTorch Lightning: What Actually Happened and How to Check Your Environment

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19 min read
built an open-source experiment for AI functional self and consciousness

built an open-source experiment for AI functional self and consciousness

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3 min read
I Tried Running WSL 2 on Windows 11 for AI Work. Here's Why I Gave Up.

I Tried Running WSL 2 on Windows 11 for AI Work. Here's Why I Gave Up.

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5 min read
🐍 python args and kwargs explained simple — common mistakes and fixes

🐍 python args and kwargs explained simple — common mistakes and fixes

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7 min read
Bare-metal audio ML classifier on microcontrollers: case study

Bare-metal audio ML classifier on microcontrollers: case study

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1 min read
RAG - Chunking

RAG - Chunking

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3 min read
Which serverless GPU platforms actually have fast cold starts for AI inference — p99, not p50

Which serverless GPU platforms actually have fast cold starts for AI inference — p99, not p50

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2 min read
Claude Code Usage Limits, Qwen 3.6 Benchmarks vs. Opus, & Mythos METR Impact

Claude Code Usage Limits, Qwen 3.6 Benchmarks vs. Opus, & Mythos METR Impact

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3 min read
Vectors, Dimensions, and Feature Spaces — The Geometry Behind Machine Learning

Vectors, Dimensions, and Feature Spaces — The Geometry Behind Machine Learning

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10 min read
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