Why AI Chess Bots Are Virtually Unbeatable (ft. GothamChess) | WIRED
WIRED
9 min, 54 sec
The video provides a detailed explanation of how Stockfish, the world's most powerful chess computer, operates, including its approach to game openings, middle games, and end games.
Summary
- Stockfish leverages super powerful computers, examining tens of millions of positions per second.
- The evaluation function used by Stockfish is probably stronger than almost all the chess players in the world.
- The chess engine assesses the resulting structures that might evolve from an opening, rather than the opening position itself.
- In middle games, Stockfish explores and ranks all the possible moves, evaluating the likelihood of winning from each position.
- In end games, once the number of pieces goes below a certain amount, Stockfish can solve the game perfectly using endgame table bases.
Chapter 1
Stockfish, the world's strongest chess computer, is introduced and its primary features are explained.
- Stockfish is the strongest chess computer in the world.
- It leverages super powerful computers, examining tens of millions of positions per second.
- The evaluation function used by Stockfish is stronger than most chess players in the world.
- Stockfish's ELO, a number that quantifies a player's skill level, is greater than 3500.
Chapter 2
The way Stockfish approaches game openings is explained, including its evaluation method and the use of an opening book.
- Stockfish assesses the resulting structures that might evolve from an opening, rather than the opening position itself.
- It uses a giant neural net to learn what's good and bad in an opening.
- Stockfish does not use chess theory or an opening book in the traditional sense.
Chapter 3
The method Stockfish uses to navigate middle games is discussed, including its alpha-beta search technique.
- Stockfish navigates the middle game by exploring and ranking all the possible moves.
- It uses an alpha-beta search technique to prune a large number of moves from a position.
- The chess engine searches 50-60 moves into the future to evaluate the best possible move.
Chapter 4
The way Stockfish handles end games is explained, including its use of endgame table bases to solve games perfectly.
- In end games, once the number of pieces goes below a certain amount, Stockfish can solve the game perfectly using endgame table bases.
- The endgame table bases allow Stockfish to know the best move in a position, which is either winning, a draw, or losing.
- Stockfish can play without the table bases as well and still play incredibly strong chess.
More WIRED summaries
How Hard Candy Flavors Are Made | WIRED
WIRED
An exploration of how Loft Pursuits creates hard candy with complex flavors that evoke memories and imagination.
Mineralogist Answers Gemstone Questions From Twitter | Tech Support | WIRED
WIRED
Gabriella Farfan, the Smithsonian's gem and mineral curator, answers various internet questions about rocks, minerals, gems, and more.
Former FBI Agent Explains How to Read Body Language | Tradecraft | WIRED
WIRED
Joe Navarro, a former FBI special agent, discusses the importance and myths of nonverbal communication, sharing insights from his career and examples of reading body language.
Body Language Expert Explains How to Show Confidence | WIRED
WIRED
The video discusses how to project confidence through body language, speech patterns, and other non-verbal cues.
Doctor Answers Nerve Questions From Twitter | Tech Support | WIRED
WIRED
Dr. Natalie Chang, a neurologist and assistant professor, answers various questions about the nervous system and related topics.
'Fallout' Cast Answer Fallout's Most Googled Questions | WIRED
WIRED
The cast of Fallout answers various fan Googled questions about the Fallout universe, providing insights into the game's lore and their TV show adaptation.