The Untold AI Race

2024 AI · DeepMind 5 min read
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The Untold AI Race

2024 AI · DeepMind 5 min read

When we play chess, we must scan the entire board, anticipate our opponent's moves, and make calculated decisions before moving a single pawn. Imagine if this process were handled by software capable of autonomous decision-making; that would represent a breakthrough era for the technology world.

While many are just now noticing the AI boom, this revolution was pioneered years ago by Demis Hassabis and his company, DeepMind. Recognizing the potential of their vision early on, Google acquired DeepMind. This strategic move ensured that Google was not lagging behind in the AI race, but its pioneer.

DeepMind's Journey Through Games

AlphaGo

In 2016, DeepMind achieved a historic milestone by defeating Lee Sedol, one of the world's greatest Go players. This was considered AI's "Sputnik moment," proving that machines could handle "incomputable" complexity.

AlphaZero

This system took it a step further by learning Chess, Shogi, and Go from scratch. By playing against itself with no human input, it achieved super level proficiency in just a matter of hours.

AlphaStar

DeepMind then tackled StarCraft II, demonstrating that AI could handle continuous decision-making and "hidden information" in a way that mimicked human strategic thinking.

The Scientific Revolution: AlphaFold

The true "Scientific Revolution," however, came with AlphaFold. Since the 1960s, scientists have struggled to predict how amino acid sequences fold into 3D protein structures for understanding diseases and developing new medicines. AlphaFold effectively solved this 50-year-old problem, predicting structures in seconds that would have previously taken years of manual labor. Imagine that in the past, a student might have pursued a PhD just to discover a single protein structure!

Nobel Prize Recognition

In recognition of this monumental contribution to science, Demis Hassabis (along with John Jumper and David Baker) was awarded the Nobel Prize in Chemistry in 2024.

"The best way to predict the future is to invent it." — Alan Kay

The AI race is far from over, but DeepMind's journey from mastering games to solving fundamental scientific problems shows us just how transformative this technology can be.