40 pointsby wslh7 hours ago19 comments
  • dmurray6 hours ago
    A year ago this [0] table tennis robot backed by Google DeepMind was discussed on HN.

    It plays much worse and the HN discussion is anchored around whether it's OK to call it "human-level" or if the authors should have clarified that they meant a human who doesn't actually play table tennis. But it was accepted as being SOTA at that time.

    What happened since then? This looks like the kind of level of advance we see in, say, coding AIs, but I thought physical robotics was advancing much more slowly.

    A partial answer is that the new robot cheats in ways that DeepMind didn't seem to. It has high speed cameras all over the room and can detect spin by observing the logo on the ball. But I'm not sure this explains such a big advance.

    [0] https://news.ycombinator.com/item?id=43861207

    • hermitcrab2 hours ago
      As a human player (of a not-high standard) I cannot see the spin of the ball directly. I can only infer it from the movement of my opponents bat. So I would wonder that a camera could pick it up in real time.

      Also IT'S TABLE TENNIS, NOT PING PONG!

      • hermitcrab2 hours ago
        According to this video it can read the spin:

        https://www.youtube.com/watch?v=EH8kZDc7OLk

      • BrandoElFollitoan hour ago
        I had a look at Google trends for France. Table tennis is slightly more common than ping pong but the latter is much more stable. Table tennis has huge peaks, the biggest one being during the OG in Paris. These parks are not reflected in there ping pong trend

        Interestingly, for Youtube searches this is the other way, with a much bigger difference in favour to ping pong

    • aaron6955 minutes ago
      [dead]
  • chasil4 minutes ago
    What happens when two of them play each other?

    How easy is it to introduce artifacts that reduce accuracy and performance?

  • phtrivieran hour ago
    My biggest fear at the moment is robot armies and police forces.

    Case in point : we're all expecting China needs to invade Taiwan soon, or they will run out of soldiers because of the one child policies of the 70s/80s.

    Meanwhile, Ukraine is holding up against a "modern" army with quickly assembled drones.

    So it all seems a bit like "they'll never put tanks through the Ardennes", sort of ?

    Where and when will the first invasion of a country by a purely remote controlled, AI assisted army take place ?

    Will robot battalions embed civilians to act as human shields ? Will the AI learn to mistreat the locals to maintain fear, or will they see it as a needless distraction and rush to the center of powers ?

    If war is mostly played out from a disrance, will years of playing RTS give South Korea an edge ?

    • kibwen23 minutes ago
      Marching humanoid terminator robots will never be as cheap as a drone. Autonomous suicide drone swarms are what should terrify you.
      • trhway4 minutes ago
        Autonomous suicide drone swarms are easily countered by autonomous interceptor swarms.

        >Marching humanoid terminator robots

        ground bots, not necessarily marching, do have their value. They can have bulletproof armor, while still be relatively lightweight and small and fast. They can easily carry even 20-25mm autocannon - very destructive weapon, sometimes can even succeed against a real tank.

        And imagine when a swarm of drones lifts a ground bot, brings it right into the needed point and protects it from the enemy drones while the ground bot just destructs the things around.

    • Morromist14 minutes ago
      China had more births in 2025 than all of europe and russia combined so I don't think they're going to run out of soldiers.
    • markus_zhangan hour ago
      I don't think Russian army is very modern -- but maybe that's the reason of your quotation marks.

      I kinda think that the competitions among the big dogs (US/Russia/China/etc.) would eventually green light ANY AI/Robots projects if they can justify tipping the scale somehow, and in the process completely destroys the last element of any political counter-weight. Because "fear gives men wings".

      I would really hate to live in a dystopian world worse than what is described in the books/movies.

  • allthetime42 minutes ago
    Much like the robots beating half marathon records in China recently… who cares? Cake making robots can make cakes way faster than human bakers. Cars and motorcycles go faster than bicyclists. It is a boring given that purpose made machines perform the tasks they are built to perform better than humans.
    • jedberg37 minutes ago
      It's an amazing feat of engineering because it requires constant micro-adjustments, something that robots couldn't do a few years ago.
    • hydrolox21 minutes ago
      isn't this a technology forum?
      • allthetime11 minutes ago
        The article's main focus is on the "vs. human" aspect and is light on technical details. I would love to hear specifics from the engineers behind this.
  • jcims13 minutes ago
    The motion system constrains the problem quite a bit. This video of high speed vision/actuators is 16 years old - https://www.youtube.com/watch?v=bfdHY26E2jc

    I was expecting/hoping for a humanoid robot.

  • amandle2 hours ago
    Reminds me of the Mitch Hedberg joke: "The depressing thing about tennis is that no matter how good I get, I'll never be as good as a wall."
    • _doctor_lovean hour ago
      I used to love Mitch Hedberg. I still do, but I used to, too.
      • EGreg16 minutes ago
        Peter Ilyich Tchaikovsky was born in Votkinsk, May 7 1840.

        When he was a little boy he never played out in the streets of Votkinsk like the other little children of Votkinsk, because when Tchaikovsky was one month old, his parents moved to St. Petersburg.

        — Victor Borge

        • _doctor_love11 minutes ago
          Put up in a place

          where it is easy to see

          the cryptic admonishment

          T.T.T

          -

          When you feel how depressingly

          slowly you climb

          it's well to remember that

          Things Take Time.

          -- Piet Hein

      • jimt123411 minutes ago
        If you don't like a parade, run in the opposite direction to fast-forward it.
  • ChrisMarshallNY19 minutes ago
    Makes sense that it would.

    Reminds me of this old The Onion story: https://theonion.com/ping-pong-somehow-elicits-macho-posturi...

  • janalsncman hour ago
    Here is the paper:

    https://www.nature.com/articles/s41586-026-10338-5

    I would love to see a video of this thing that shows the whole table. From the paper I guess they have to light the area very brightly. But it seems like a pretty serious set up.

    • lucidrainsan hour ago
      quite surprised to see SAC, considering the deepmind ping pong paper resorted to evolutionary strategies, iirc
  • halfnhalf2 hours ago
    Don't table tennis players learn to predict how the ball will act based on their opponents movements? Seems like if they aren't able to do that with a robot opponent (who doesn't look or behave like a human) then they wouldn't be able to play at their best.
    • ACCount37an hour ago
      I do expect this to have a "novelty edge" over human opponents - which can be closed with practice, on the human end.

      And, like many AIs, it can have "jagged capability" gaps, with inhuman failure modes living in them - which humans can learn to exploit, but the robot wouldn't adapt to their exploitation because it doesn't learn continuously. Happened with various types of ML AIs designed to fight humans.

      • zingar33 minutes ago
        Chess players learned to exploit chess computers’ weaknesses in the beginning too, but they can’t any longer. This version of the robot might not learn continuously, but the next will be better.
    • LeCompteSftware5 minutes ago
      Yes, you're dead on:

        Rui Takenaka, an elite-level player who has won and lost matches against Ace, said in comments provided by Sony AI: "When it came to my serve, if I used a serve with complex spin, Ace also returned the ball with complex spin, which made it difficult for me. But when I used a simple serve - what we call a knuckle serve - Ace returned a simpler ball. That made it easier for me to attack on the third shot, and I think that was the key reason why I was able to win."
      
      It seems like the human players might be playing in a way that tacitly overestimates their AI opponents' intelligence and underestimates their skill. AFAIK the SOTA Go AIs are still vulnerable to certain very stupid adversarial strategies that wouldn't fool an amateur (albeit they're not something you'd come up with in normal play, more like a weird cheat code). I wonder if this could get ironed out with a bit more training against humans vs. simulation.
    • hermitcraban hour ago
      You can predict the movement of the ball (speed, direction, spin) based on the movement of the bat relative to the ball. What the rest of the player's body is doing is irrelevant to predicting what the ball will do - but relevant to predicting where they will be when you make the return shot.
  • metadatan hour ago
    Is there a video of this in action? Pictures are not satisfying at all!
  • retrochameleonan hour ago
    I'll be impressed when it's a humanoid robot that has to contend with similar kinematic limitations as a human player.
  • an hour ago
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  • finger2 hours ago
    I wonder if a top player with access to a robot like this can get an extra edge in training?
    • hermitcrab2 hours ago
      Even club level players have access to tennis table 'robots'. They fire the ball at you and collect the return in a net. You can set the speed, position and spin. They are very basic compared to this robot, but useful for training.
  • tartoran2 hours ago
    Cool. Now let's see two robots play and if it's fun let it become it's own thing. Other than that, this could be used for training actual players.
    • jimt12345 minutes ago
      I've always wished for something similar: autonomous car racing. No human drivers. No remote controls. Just program the cars before the race, and let them go. Maybe even load the cars with mild explosives so they go BOOM when they crash.
    • jareklupinskian hour ago
      robot ping pong league
  • slowhadoken31 minutes ago
    The greatest blernsball player was a machine for playing blernsball.
  • tantaloran hour ago
    > Now, Wireless Joe Jackson! There was a blern hitting machine.

    > Exactly! He was a machine designed to hit blerns. I mean come on, Wireless Joe was nothing but programmable bat on wheels.

    > Oh? And I suppose Pitch-o-mat 5000 was just a modifier howitzer?

    > Yep!

  • ameliusan hour ago
    AI gets all the fun jobs. Yet again.

    Now build a robot that can catch a bullet.

    • RijilV42 minutes ago
      careful what you wish for.
  • an hour ago
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