I read every major CS paper of the last 100 years...

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Resumen

This video explores a century of computer science by highlighting ten foundational research papers that transformed our world. It traces the evolution of computing from Alan Turing's theoretical machine and Claude Shannon's information theory to the massive deep learning breakthroughs of recent years, like the transformer architecture and GPT-3. The journey shows how core concepts like entropy, backpropagation, and distributed systems were eventually combined with scale to create the artificial intelligence boom we experience today.

Capítulos

  1. 0:00Orígenes de la informática
  2. 1:54La máquina de Turing
  3. 4:14El auge de los perceptrones
  4. 6:42Sistemas distribuidos y backpropagation

Temas tratados

  • The birth of computing theory
  • Information theory and the bit

+6 temas más (contenido completo al seguir el canal)

Extracto de la transcripción

The year was 1936. Alan Turing asked a simple question, "Can machines think?" Actually, no, that's not right. What he really asked was something way more boring, "Can every mathematical problem be solved by an algorithm?" Surprisingly, he proved the answer is no, but in the process, he accidentally invented the computer. Then 12 years later in 1948, another legend shows up named Claude Shannon, and he reduced all human communication down to ones and zeros, casually inventing the bit like it was no big deal. One thing led to another and now in 2026, we have 18-year-olds in hoodies typing import torch into Python files and cashing billion-dollar checks from venture capitalist boomers. But reaching this point has been underpinned by a century-long chain reaction of computer science papers written mostly by dead people much smarter than us. In today's video, we'll look at 10 of the most impo…