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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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You baked the model into the image. One env var can silently un-bake it

You baked the model into the image. One env var can silently un-bake it

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2 min read
Where exactly is the card in this photo? Image segmentation model inside a maxed-out lambda container

Where exactly is the card in this photo? Image segmentation model inside a maxed-out lambda container

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15 min read
Speculative Decoding in Practice: 3x Token Generation Speedup on Consumer GPUs (2026)

Speculative Decoding in Practice: 3x Token Generation Speedup on Consumer GPUs (2026)

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2 min read
Why Python is the Uncontested King of AI Development in 2026

Why Python is the Uncontested King of AI Development in 2026

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1 min read
Death by Amnesia: Your Agent Said Got It and Forgot Everything — Until a Lawsuit Arrived

Death by Amnesia: Your Agent Said Got It and Forgot Everything — Until a Lawsuit Arrived

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8 min read
GMF Core: an open-source recommendation and decisioning engine for marketplaces

GMF Core: an open-source recommendation and decisioning engine for marketplaces

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4 min read
Overfitting vs Underfitting: Why Your ML Model Acts Like a Student Who Either Memorizes or Doesn't Study at All

Overfitting vs Underfitting: Why Your ML Model Acts Like a Student Who Either Memorizes or Doesn't Study at All

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5 min read
How Context Windows Actually Work in Large Language Models

How Context Windows Actually Work in Large Language Models

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5 min read
KV Cache by hand

KV Cache by hand

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11 min read
Wake-word on a $15 Raspberry Pi Zero 2 W: 5.3% RTF always-on

Wake-word on a $15 Raspberry Pi Zero 2 W: 5.3% RTF always-on

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10 min read
OpenAI pauses, Stripe buys OpenRouter, ZAI drops GLM 5.3, 3 interviews, and AI cancer vaccines | ThursdAI Aug 20

OpenAI pauses, Stripe buys OpenRouter, ZAI drops GLM 5.3, 3 interviews, and AI cancer vaccines | ThursdAI Aug 20

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17 min read
Blending and Voting: Four Noses, One Bottle, and the Blender Who Graded His Own Homework

Blending and Voting: Four Noses, One Bottle, and the Blender Who Graded His Own Homework

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13 min read
What If AI Agents Didn’t Need Memory? They Could Just Search Their Past

What If AI Agents Didn’t Need Memory? They Could Just Search Their Past

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4 min read
Local AI, Cloud GPUs, or APIs? Four Questions to Answer Before Comparing Cost

Local AI, Cloud GPUs, or APIs? Four Questions to Answer Before Comparing Cost

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8 min read
Google's Gemma 2 is here. It's a big deal for open models.

Google's Gemma 2 is here. It's a big deal for open models.

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3 min read
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