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THE DAILY INDEX

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Across today’s newsletters

Today’s Index

AMAZON LAUNCHES FIRST INTERNET SATELLITE PROTOTYPES

Amazon launched its first Project Kuiper satellites on Friday. The project, which was announced more than four years ago, aims to build a network of 3,236 satellites in low Earth orbit to provide high-speed internet access anywhere in the world. Amazon plans to invest more than $10 billion to build the network. The company has kept the size and design of the satellites secret, only sharing photos of the shipping containers that carried them to the launch site.

DECOMPOSING LANGUAGE MODELS INTO UNDERSTANDABLE COMPONENTS

Neural networks are trained on data and not programmed to follow rules. While we understand the math of trained networks, we don't understand why those mathematical operations result in the behaviors we see, making it hard to diagnose failure modes and certify that a model is truly safe. This article presents a method for analyzing language models to determine how they work that involves looking at units in small transformer models rather than at individual neurons.

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