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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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Local-First Semantic Search on Windows: Running SigLIP2 and DINOv3 with Tauri 2 and ONNX

Local-First Semantic Search on Windows: Running SigLIP2 and DINOv3 with Tauri 2 and ONNX

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9 min read
I Gave 11 Models a One-Line Safety Hint for Parallel Tool Calls. It Helped Only One.

Kaggle Benchmarking Challenge Submission

I Gave 11 Models a One-Line Safety Hint for Parallel Tool Calls. It Helped Only One.

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18 min read
My GPU Training Job Ran for 20 Hours and Produced Nothing. There Was No Error Message.

My GPU Training Job Ran for 20 Hours and Produced Nothing. There Was No Error Message.

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4 min read
A well-formed number is not a measurement: 13 defects across 7 eval tools

A well-formed number is not a measurement: 13 defects across 7 eval tools

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3 min read
Designing a Retryable AI Video Workflow Without Wasting Renders

Designing a Retryable AI Video Workflow Without Wasting Renders

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4 min read
ISO 42001 for Engineering Teams: Practical Readiness Steps and Five Companies to Evaluate

ISO 42001 for Engineering Teams: Practical Readiness Steps and Five Companies to Evaluate

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4 min read
Is a blank cell signal, or just missing?

Is a blank cell signal, or just missing?

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9 min read
I built an open-source tool to turn your random home GPUs & Ollama into an OpenAI-compatible cloud (no port forwarding)

I built an open-source tool to turn your random home GPUs & Ollama into an OpenAI-compatible cloud (no port forwarding)

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1 min read
When ChatGPT Explains What It Will Do Instead of Doing It

When ChatGPT Explains What It Will Do Instead of Doing It

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2 min read
Benchmark Contamination 101: How Train/Test Overlap Inflates Leaderboard Scores (and How to Catch It)

Benchmark Contamination 101: How Train/Test Overlap Inflates Leaderboard Scores (and How to Catch It)

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7 min read
NEXUS: Why the Next AI Architecture Won't Be Just One Thing

NEXUS: Why the Next AI Architecture Won't Be Just One Thing

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2 min read
What an AI Portfolio README Should Prove Before You Apply

What an AI Portfolio README Should Prove Before You Apply

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5 min read
15 GPU list prices rose in September and none fell. Today AWS raises Capacity Blocks 15%

15 GPU list prices rose in September and none fell. Today AWS raises Capacity Blocks 15%

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10 min read
My speech-flaw detector flagged 41 false alarms a minute. One line of math fixed it.

My speech-flaw detector flagged 41 false alarms a minute. One line of math fixed it.

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4 min read
The Confidence Interval Was [0, 0]. That Was Not Precision.

The Confidence Interval Was [0, 0]. That Was Not Precision.

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6 min read
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