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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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Three traps I fell into while building a behaviour lab for AI agents

Three traps I fell into while building a behaviour lab for AI agents

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8 min read
15 newer AI models, one nuclear button: 2 ended the world, 9 never fired

15 newer AI models, one nuclear button: 2 ended the world, 9 never fired

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3 min read
Decision Studio: Try Decision Models Without Writing a Request

Decision Studio: Try Decision Models Without Writing a Request

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5 min read
The average that never happened

The average that never happened

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8 min read
Maya 2 TTS: Eleven Indian Languages, One Awkward Folder Name

Maya 2 TTS: Eleven Indian Languages, One Awkward Folder Name

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5 min read
Designing a Confidence-Aware AI Takeoff Pipeline for Construction Drawings

Designing a Confidence-Aware AI Takeoff Pipeline for Construction Drawings

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6 min read
Sizing VRAM for a Self-Hosted LLM: 7B to 70B on a Rented GPU Server

Sizing VRAM for a Self-Hosted LLM: 7B to 70B on a Rented GPU Server

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7 min read
Recommendation System Design: Candidate Generation, Ranking & Feature Stores

Recommendation System Design: Candidate Generation, Ranking & Feature Stores

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14 min read
Background Removal in the Browser: U2-Net on ONNX Runtime Web, a Zoomed Second Pass and a Guided-Filter Matte

Background Removal in the Browser: U2-Net on ONNX Runtime Web, a Zoomed Second Pass and a Guided-Filter Matte

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12 min read
Picking an on-device embedding model for an iPhone notes app: what the benchmark changed

Picking an on-device embedding model for an iPhone notes app: what the benchmark changed

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4 min read
We publicly grade every AI football prediction — here's the pipeline

We publicly grade every AI football prediction — here's the pipeline

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2 min read
Local LLM vs Cloud API: The VRAM Math, Unit Economics, and Routing Architecture

Local LLM vs Cloud API: The VRAM Math, Unit Economics, and Routing Architecture

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3 min read
I Joined an AI Competition With 7 Days Left. 940 Teams Had the Same Score.

I Joined an AI Competition With 7 Days Left. 940 Teams Had the Same Score.

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6 min read
The Pacing Item In Robotics Is Not The Code

The Pacing Item In Robotics Is Not The Code

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3 min read
Correct is a low bar: a document has to be executable by someone who won't ask

Correct is a low bar: a document has to be executable by someone who won't ask

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9 min read
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