📌 LLMs Are Randomized Algorithms
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-11-13 | ⏱️ Read time: 18 min read
A surprising link has been drawn between modern Large Language Models and the 50-year-old field of randomized algorithms. This perspective reframes LLMs not just as complex neural networks, but as a practical application of established algorithmic theory. Viewing today's most advanced AI through this lens offers a novel framework for analyzing their probabilistic nature, behavior, and underlying operational principles, bridging the gap between cutting-edge AI and foundational computer science.
#LLMs #AI #RandomizedAlgorithms #ComputerScience #MachineLearning
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-11-13 | ⏱️ Read time: 18 min read
A surprising link has been drawn between modern Large Language Models and the 50-year-old field of randomized algorithms. This perspective reframes LLMs not just as complex neural networks, but as a practical application of established algorithmic theory. Viewing today's most advanced AI through this lens offers a novel framework for analyzing their probabilistic nature, behavior, and underlying operational principles, bridging the gap between cutting-edge AI and foundational computer science.
#LLMs #AI #RandomizedAlgorithms #ComputerScience #MachineLearning