Categories: AI/ML Research

From Shannon to Modern AI: A Complete Information Theory Guide for Machine Learning

In 1948, Claude Shannon published a paper that changed how we think about information forever.
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Recent Posts

Fast Attention Kernels and Operator Fusion

Overview This post is divided into four parts; they are: • Operator Fusion • FlashAttention-Style…

8 hours ago

Getting Reliable Structured Outputs from LLMs: Validation, Retries and Constrained Decoding

The fixture suite turns the sentences above into fourteen test cases, from a missing required…

8 hours ago

Theoretical Limits of Language Model Alignment

Language model (LM) alignment improves model outputs to reflect human preferences while preserving the capabilities…

8 hours ago

Deploy frontier AI models on AWS Trainium with SGLang-Neuron

Today, Amazon announced that SGLang-Neuron is publicly available and can be accessed through an AWS…

8 hours ago

‘Bring Back THE Boss’: Nvidia Employees Petition for Jensen Huang’s Return

An internal post urging the board to consider employee sentiment about Nvidia’s former CEO has…

9 hours ago

Inside this quantum computer, memory vibrates like a guitar string

Researchers have created a quantum computer that stores information in microscopic vibrations, potentially making quantum…

9 hours ago