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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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System design for physical AI: steam turbine condition monitoring that can never write to the DCS

System design for physical AI: steam turbine condition monitoring that can never write to the DCS

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3 min read
Building a Privacy-Friendly AI Music Tool That Runs Entirely in the Browser

Building a Privacy-Friendly AI Music Tool That Runs Entirely in the Browser

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6 min read
I tried to beat the simplest baseline with a fraud trust score. Pre-registering the test taught me this.

I tried to beat the simplest baseline with a fraud trust score. Pre-registering the test taught me this.

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7 min read
How I Think About RAG Evaluation: From Retrieval Metrics to Production Decisions

How I Think About RAG Evaluation: From Retrieval Metrics to Production Decisions

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11 min read
What persistent memory APIs support feedback loops to automatically prune low-value context?

What persistent memory APIs support feedback loops to automatically prune low-value context?

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9 min read
Doubly Robust Estimation: When Two Imperfect Models Still Get Causality Right

Doubly Robust Estimation: When Two Imperfect Models Still Get Causality Right

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8 min read
2 Minutes of World, Then It Forgets: How Genie 4 Builds a Place You Can Walk Through

2 Minutes of World, Then It Forgets: How Genie 4 Builds a Place You Can Walk Through

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7 min read
Voice AI Audio Compatibility: A 12-Case Phone/Web Acceptance Test

Voice AI Audio Compatibility: A 12-Case Phone/Web Acceptance Test

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26 min read
How to Evaluate Feedback Classification Before Automating Routing

How to Evaluate Feedback Classification Before Automating Routing

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2 min read
Houdini ML Volume Upres for Pyro: Pretrained Models and a Real Training Run

Houdini ML Volume Upres for Pyro: Pretrained Models and a Real Training Run

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7 min read
ComfyUI 3D Workflow: From a Million-Triangle Draft to a DCC-Tested Prop

ComfyUI 3D Workflow: From a Million-Triangle Draft to a DCC-Tested Prop

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7 min read
Box regression head boosts visual grounding speed, accuracy

Box regression head boosts visual grounding speed, accuracy

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2 min read
We collected 1,045 hours of sleep audio. Only 53 hours were usable for training.

We collected 1,045 hours of sleep audio. Only 53 hours were usable for training.

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3 min read
How Emoji Semantic Search Works: Embeddings, Cosine Similarity, and 310k Vectors in Milliseconds

How Emoji Semantic Search Works: Embeddings, Cosine Similarity, and 310k Vectors in Milliseconds

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4 min read
Building a PyTorch Container Image

Building a PyTorch Container Image

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5 min read
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