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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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Before you report LLM agreement, measure the human twice

Before you report LLM agreement, measure the human twice

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6 min read
How I Fine-Tuned a 7B LLM with LoRA and Unsloth

How I Fine-Tuned a 7B LLM with LoRA and Unsloth

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3 min read
LLM Cascades Violate the Ensemble Theory They're Built On

LLM Cascades Violate the Ensemble Theory They're Built On

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5 min read
Introducing TorchSharpVisual - the .NET visual bindings for PyTorch

Introducing TorchSharpVisual - the .NET visual bindings for PyTorch

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1 min read
Linux is the operating system for building AI agents

Linux is the operating system for building AI agents

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2 min read
My checklist for reading computer use benchmarks

My checklist for reading computer use benchmarks

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15 min read
Agentic RAG vs Traditional RAG in .NET (2026) — When Each Wins, Semantic Kernel Code, Production Metrics

Agentic RAG vs Traditional RAG in .NET (2026) — When Each Wins, Semantic Kernel Code, Production Metrics

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4 min read
I Tried to Learn RAG and Got Stuck on API Costs. Turns Out My CPU Could Do the Expensive Bit.

I Tried to Learn RAG and Got Stuck on API Costs. Turns Out My CPU Could Do the Expensive Bit.

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6 min read
Promise Is Not Payment: Verification Errors That Amount Accuracy Misses

Kaggle Benchmarking Challenge Submission

Promise Is Not Payment: Verification Errors That Amount Accuracy Misses

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6 min read
The browser-training speedup was a curve, not one headline number

The browser-training speedup was a curve, not one headline number

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1 min read
OpenAgentFlow: How a Control-Plane Architecture Brings System-Wide Safety to Multi-Agent AI

OpenAgentFlow: How a Control-Plane Architecture Brings System-Wide Safety to Multi-Agent AI

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5 min read
Muon doesn't replace AdamW. Every Muon run still has AdamW in it.

Muon doesn't replace AdamW. Every Muon run still has AdamW in it.

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3 min read
Trying "DFlash," a Diffusion-Model Approach to Parallel Draft-Token Generation, on Gemma

Trying "DFlash," a Diffusion-Model Approach to Parallel Draft-Token Generation, on Gemma

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17 min read
When My House Price Model Hit 100% Accuracy, I Should Have Been Worried

When My House Price Model Hit 100% Accuracy, I Should Have Been Worried

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2 min read
How I Took GLiClass FP8 from 59 ms to 16 ms on an RTX 4050

How I Took GLiClass FP8 from 59 ms to 16 ms on an RTX 4050

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8 min read
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