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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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AI Agents That Live Inside a Dreamed-Up World

AI Agents That Live Inside a Dreamed-Up World

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3 min read
I Gave 3 AI Agents a Decaying Notepad and They Built a Culture

I Gave 3 AI Agents a Decaying Notepad and They Built a Culture

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3 min read
I Watched Two AI Agents Invent Their Own Language

I Watched Two AI Agents Invent Their Own Language

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3 min read
Fluent Is Not Faithful: Building a Safer AI Paraphrasing Pipeline

Fluent Is Not Faithful: Building a Safer AI Paraphrasing Pipeline

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6 min read
When the same incident becomes five separate events in your graph

When the same incident becomes five separate events in your graph

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4 min read
Open Weights Just Beat America's Trillion-Dollar AI Bet

Open Weights Just Beat America's Trillion-Dollar AI Bet

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4 min read
Testing PyTorch 2.13 MPS FlexAttention on M1 Max: Up to 7.83x Faster for Sparse Attention

Testing PyTorch 2.13 MPS FlexAttention on M1 Max: Up to 7.83x Faster for Sparse Attention

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7 min read
Fine-tuning MuRIL for Multilingual Citizen Grievance Classification (with all the bugs I hit)

Fine-tuning MuRIL for Multilingual Citizen Grievance Classification (with all the bugs I hit)

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3 min read
Exploring the Deep Learning Library in Modern Computer Vision

Exploring the Deep Learning Library in Modern Computer Vision

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6 min read
Build Your First Neural Network: A Deep Dive into the TensorFlow Library

Build Your First Neural Network: A Deep Dive into the TensorFlow Library

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6 min read
The Scoreboard Lied. Now Sentry Shows Which Layer Broke

The Scoreboard Lied. Now Sentry Shows Which Layer Broke

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11 min read
Your Agent's Memory Is a Dataset Nobody Is Curating

Your Agent's Memory Is a Dataset Nobody Is Curating

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5 min read
I Built a Neural Network Training Loop in 5 Lines Using JAX - Day 2

I Built a Neural Network Training Loop in 5 Lines Using JAX - Day 2

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3 min read
How We Match Messy Human Requests to Real Local Businesses — Without Keyword Search

How We Match Messy Human Requests to Real Local Businesses — Without Keyword Search

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5 min read
When Does Self-Hosting an LLM Actually Beat the API? The Break-Even Math

When Does Self-Hosting an LLM Actually Beat the API? The Break-Even Math

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3 min read
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