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Discussion (225 Comments)Read Original on HackerNews

dmurrayabout 24 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

hermitcrababout 20 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!

throwup238about 18 hours ago
> Also IT'S TABLE TENNIS, NOT PING PONG!

Alas HN has finally found its next religious war!

I’ve been feeling a little bored after that whole tabs vs spaces one was settled.

user3939382about 16 hours ago
Settled how? Tabs win, right?
paolovictorabout 16 hours ago
To be honest, if Chinese folks are fine with calling it "ping pong" (乒乓), I'm fine, too.

(Also, you sorta can infer the spin from the ball arc or even if you catch a glimpse of the rotating label)

hermitcrababout 8 hours ago
>even if you catch a glimpse of the rotating label

Some people say they can see the spin from the rotating logo. I can't.

Foobar8568about 12 hours ago
In french, we call that ping pong too. So yeah for ping pong.
mcmoorabout 16 hours ago
Lmao the character used is so cute
neosatabout 18 hours ago
As a player myself, and having seen much higher level player than me, reading the spin from the ball rotation (and in fact trajectory) of the ball is a common (if advanced) skill. Sometimes the movement of the bat can be deceptive (since with the same movement, where it contact on the bat, the finger pressure can affect the spin).

For example, backspin/underspin balls will move slower after the first bounce and feel 'damper' while topspin will jump. So it's def. possible (and in fact reliable) to read the spin from the spin and trajectory of the ball.

QuantumGoodabout 18 hours ago
Visually reading spin is unreliable at all levels; the ITTF passed the two-color rubber rule requiring one black and one red side to neutralize players taking advantage of their opponents being unable to read the spin from watching the ball rotation via twiddling rackets with the same color rubber on both sides, but different characteristics.
hermitcrababout 20 hours ago
According to this video it can read the spin:

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

jamesjyuabout 13 hours ago
It was actually called ping pong until it became a trademark dispute, and the sport had to call it table tennis!
Steve44about 6 hours ago
> Also IT'S TABLE TENNIS, NOT PING PONG!

We can also add Whiff Waff to the alternative names!

redleader55about 9 hours ago
乒乓. I don't know how it could be more clear that it's not "table tennis".
segmondyabout 16 hours ago
It's ping pong.
thenthenthenabout 9 hours ago
It is ping pang if you use standard pinyin. Also, all these fancy cameras, I wonder if they considered using sound as well? I am a super noob fE player but sound hints are pretty telling of the speed and where and how the ball was hit
dataflowabout 18 hours ago
> Also IT'S TABLE TENNIS, NOT PING PONG!

Is it also MOVING STAIRCASE, NOT ESCALATOR?

bombcarabout 18 hours ago
It’s miniature table pickleball.
james_marksabout 15 hours ago
Ping Pong is what you play for fun in the basement. The competitive sport is Table Tennis.
4gotunameagainabout 11 hours ago
This is like software developers who write javascript wanting to be called engineers, isn't it
zhouzhaoabout 9 hours ago
It's pīngpāng.
davebrenabout 18 hours ago
The ball trajectory gives the spin
BrandoElFollitoabout 20 hours 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

amandleabout 20 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_loveabout 20 hours ago
I used to love Mitch Hedberg. I still do, but I used to, too.
EGregabout 19 hours 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

mjcohenabout 16 hours ago
As Victor said, his parents were very upset when they came home and found him in front of a roaring fire, because they did not have a fireplace.
_doctor_loveabout 18 hours 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

jimt1234about 18 hours ago
If you don't like a parade, run in the opposite direction to fast-forward it.
sd9about 18 hours ago
The official Sony AI video, which is really interesting and has some glorious footage: https://youtu.be/FrGq8ltb-_E?si=PWm1Dv0T9UHUFw0t
emmelaichabout 15 hours ago
More details and videos at https://ace.ai.sony/
halfnhalfabout 20 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.
philwelchabout 4 hours ago
Interesting point. There are a lot of sports (football, basketball) where the cumulative rules end up requiring any player to have a humanoid form (references to elbows and knees and hands and feet, etc.), but even in ping pong it kind of seems like cheating to have a non-humanoid form factor.
ACCount37about 20 hours 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.

Ferret7446about 18 hours ago
Only if you assume the AI can't improve. Otherwise, AI has a fundamental edge over humans in that they don't get old and die, and can be copied perfectly without an expensive retraining period
ACCount37about 12 hours ago
Oh, they can. They just need a human touch to actually improve.

For now. It's a work in progress.

zingarabout 19 hours 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.
cool_dude85about 16 hours ago
I believe there are still some echoes of the concept. Even top engines will play certain grandmaster draw lines unless told more or less explicitly not to. So if you were playing a match against Stockfish you'd want to play the Berlin draw as White every time, for example.
dethosabout 9 hours ago
Exactly. There are cues that an opponent provides when approaching a ball that help the player prepare for and limit the range of possible responses (this happens with most racket games). With these robots, the players only find out after the ball is already coming in their direction.

I wonder how much practice these players had against the machine in the weeks leading up to the actual game. That would be significant to ensure they are playing at their pro level.

LeCompteSftwareabout 18 hours 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.
hermitcrababout 19 hours 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.
dethosabout 9 hours ago
The movement of the "bat" is tied to the physical limitations of the arm and the positioning of the body. Something that can't be deduced or even perceived clearly from the movements of this robot.

As I mentioned in a previous comment, it would be important to know how many weeks of preparation and training against this sort of robot the player had before the match.

retrochameleonabout 19 hours ago
I'll be impressed when it's a humanoid robot that has to contend with similar kinematic limitations as a human player.
alexoseabout 11 hours ago
Yeah, the dang thing can reach all the way to the net while standing three feet behind the table
Jailbirdabout 5 hours ago
That was my thought when watching the video. The robot is the size of a room if you count all the cameras.

It's like the pitch-o-matic 5000 from Futurama.

phtrivierabout 19 hours 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 ?

cikabout 11 hours ago
> If war is mostly played out from a disrance

I left a company because they pivoted to exactly this. There are so many companies in this space today, testing what they call "physical AI autonomy" today, and we have to recognize that this is our today.

There are entire marketplace options for buying the pretrained, supported, private models, or the datasets if you have your own goals. If you're interested purely in ditzing around with GPS denied, or communications lost, you can do that today.

I watched a demo video, in March where a company was sharing their remote instructed (note, not controlled) multiple format (spider, dog) robot swarm. The company claimed to be 35km away from where the drones dropped off the payloads, and the mission was engaged. Lightweight explosives were used to toss off a car.

This is our present.

matwoodabout 7 hours ago
People saw Black Mirror and made a business plan out of it.

https://en.wikipedia.org/wiki/Metalhead_(Black_Mirror)

mywacadayabout 6 hours ago
Also this shortfilm SlaughterBots from 2019 https://youtu.be/O-2tpwW0kmU?is=F7RNLXcVuLA5A_lA
mc32about 6 hours ago
It’s been a part of sci-fi for a long time.
rich_sashaabout 7 hours ago
It's going to happen and at some level I'd rather war casualties were measured in robots rather than people.

My concern is the cottage industry of integrating guns with half baked AI at the lowest cost. And probably vibe coded too.

The companies don't care - a sale is a sale. MoD maybe doesn't care - 90% accuracy and less human casualties on their own side are a win. Governments want to save money and by the time they find out the robots go rogue, it will be too late to do anything about it.

IX-103about 4 hours ago
I can't wait for the day that killing a human-any human-is considered a war crime.
spwa4about 7 hours ago
The problem is always the same. It's not just MoD (is it MoW now?) that will have access to this.

YoloV8 + optical flow works fine on an esp32. You want to give a drone rough coordinates for a refinery and hit something in it, like a storage tank? That'll work. This means, give it 5 years, relatively small groups will have access to it. This cannot be stopped.

The only real answer is to work to have groups that you can trust to have access to this first.

danny_codesabout 8 hours ago
Friendly fire is going to get crazy. Can’t trust an LLM on its own for more than a few iterations..
TheScaryOneabout 10 hours ago
I can't wait for the Faro Plague and the robot dinosaurs.
mghackerladyabout 4 hours ago
Is it possible South Koreans edge in RTS games is from their compulsory military service?

Also, China is not likely to invade Taiwan any time soon. It'd be geopolitical suicide and they're currently in a very good spot geopolitically. Invading the country with the rest of the worlds chip fabs is the quickest way to lose that

ishouldbeworkabout 3 hours ago
> Is it possible South Koreans edge in RTS games is from their compulsory military service?

Unlikely, most players postpone their service as long as possible, and majority does not play professionally again after completing it.

f6vabout 3 hours ago
> we're all expecting China needs to invade Taiwan soon

Ah yes, China has a track record of invading countries.

> or they will run out of soldiers because of the one child policies of the 70s/80s

As opposed to NATO countries who have a steady increase in the number of young conscripts.

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

I don't know why you put modern in parentheses. Russia did make a mistake of not adopting cheap drones earlier in the war. But Russians were the first to use optic fiber drones resistant to electronic warfare which gave them an edge during Summer offensive last year. Ukrainians have since caught up and their allies were able to supply them with large number of drones. But both Ukraine and Russia rely primarily on drone warfare and artillery becomes less important for both sides. Which all explains the static state of this war.

dyauspitrabout 3 hours ago
> Ah yes, China has a track record of invading countries.

Claims on Taiwan. Building fake islands in the South China Sea. Encroaching on the Siachen glacier. Attempting to rename Indian states. Port capture in poor nations through default. They have plenty of expansionist tendencies, it’s just early in the game…

vachinaabout 1 hour ago
Sounds benign compared the kind of shit the Americans do.
DrScientistabout 8 hours ago
Not sure China actually needs to invade Taiwan - it just needs to be patient. cf Hong Kong.

Totally agree with you about the dangers of autonomous killing machines - I think the two key problems here are.

1. Reduces the political cost of going to war. Though as Iran has shown, there are other ways to exert political pressure even if the other military can hit you with almost impunity.

2. This is really a follow on from the first - low cost ( in all meanings of the word ) weapons makes asymmetric warfare available to all - and this won't be limited to governments.

On the positive side one of the potential outcomes of 2. is that countries and the world will need to operate on the principle of consent, as force will be nigh on impossible.

tasukiabout 6 hours ago
> Not sure China actually needs to invade Taiwan - it just needs to be patient.

An interesting point. China has historically been good at being patient.

kibwenabout 19 hours ago
Marching humanoid terminator robots will never be as cheap as a drone. Autonomous suicide drone swarms are what should terrify you.
fhubabout 9 hours ago
Not marching, but Ukraine uses continuous track machine gun robots seemingly very effectively. They aren’t suicide ones.

https://archive.is/dpNsN

rustyhancockabout 6 hours ago
They are an interesting prospect but their use isn't quite as claimed.

They are extremely vulnerable to the same drones humans are.

It's more along the lines of this is a patch were not expecting active fighting this robot can act as a deterrent and surveillance.

Cheaper and simpler than a loitering IRS drone. But more concentrated in domain.

I believe for a while Samsung developed similar drones for the demilitarised zone in Korea. Those could be static as they were hard wired in.

throw4847285about 18 hours ago
You say that now, but once we perfect AMBAC technology and accidentally release large numbers of Minovsky particles, we will need humanoid combat vehicles to fight our battles!
antonvsabout 6 hours ago
> Minovsky particles

I love the way these things always have to have names that sound exotic or menacing to English speakers. Where are the Smith particles or the Jim particles?

imtringuedabout 8 hours ago
Most military grade drones cost $10k or more and they can only be used once.

An optimized quadruped could probably be built for the same price and have an integrated 60mm mortar instead. The front legs act as the bipod and the rear legs would be designed to dig into the ground for stabilization. The only problem here is reloading the mortar, which could be done using a revolver style magazine. That's 5 shots per robot vs 1 per drone.

trhwayabout 18 hours 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 and drops it right into the needed point and protects it from the enemy drones while the ground bot just destructs the things around. Synergy between different weapons system has always been the super-weapon.

DennisPabout 15 hours ago
They can also sit in one spot guarding a position without using much battery. Ukraine recently took territory from Russian forces using ground bots, the first time it's been done without using soldiers on the ground. Now they're starting to scale the bots up to mass production.
fragmedeabout 13 hours ago
Which of those is opening doors?
4gotunameagainabout 11 hours ago
Two drones. One to blast the door open, the next goes through.

Still more cost effective than a humanoid robot, even in the presence of hundreds of doors.

SecretDreamsabout 15 hours ago
> Marching humanoid terminator robots will never be as cheap as a drone. Autonomous suicide drone swarms are what should terrify you.

If money or economics were relevant in these decisions, most wars would probably not play out in the first place. Tesla probably wouldn't be worth 1.2T. And we certainly wouldn't see AI buildouts happening at their current rates.

Economics and costs only matter for normal humans, small countries, and efforts that might actually help humanity. They're not seemingly considerations in nefarious applications.

DennisPabout 15 hours ago
It matters quite a bit. If your drone costs $1000, you can build a thousand times more of them than if a drone costs $1M. As the saying goes, quantity has a quality all its own.

This is a lesson the US has yet to learn, and its military drones are really expensive. Ukraine learned it by necessity, and now it's building millions of drones annually.

kruffalonabout 10 hours ago
> If money or economics were relevant in these decisions, most wars would probably not play out in the first place.

I don't understand what you mean here.

Aren't wars fought over natural resources or the political power over natural resources.

Obviously people sometimes miscalculate but in principle I mean.

Terr_about 17 hours ago
Or they might decide to, er, pre-deliver the payloads.

"Citizen, congratulations on reaching your age of majority. Report for your Patriotic Assurance Implant at surgical bay 43B."

munksbeerabout 8 hours ago
Silly Devil's Advocate argument:

What if there are no human soldiers or fighters at all? No-one needs to die in a war again, but wars are won by the side with the stronger tech.

What are the possible outcomes of this? Technologically superior countries start a race to acquire more territory, so large blocks expand and absorb other countries? More wars? Fewer wars? More suffering? Less suffering?

Disclaimer: I'm not imagining this is really possible. As long as some humans from group A don't want to be under the rule of group B, humans will resist and fight. But it is just a thought experiement.

watwutabout 4 hours ago
> What if there are no human soldiers or fighters at all? No-one needs to die in a war again, but wars are won by the side with the stronger tech.

Ultimately, the side with more arms will be killing humans, soldiers and citizens of the other side. They simply wont stop at destruction of machines.

Look at Iran war - USA can bomb them without threatening themselves. Or Lebanon - Israel can bomb them with no repercussions. In both cases, weaker side has people killed. In the second one, in an astonishing rate.

grey-areaabout 8 hours ago
All war tends toward total war, so that will never happen no. The incentive to break any such agreements is too strong.
justacrowabout 8 hours ago
Philip K Dick wrote a short story similar to this, "The Defenders".
altmanaltmanabout 8 hours ago
I mean if a technological superior country start a race for more territory, we will have another world war and nuclear weapons fired. No robots matter in that scenario.
watwutabout 4 hours ago
> 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.

I expect China to invade Taiwan, because they now know they likely can. I do not expect them to "run out of soldiers".

Morromistabout 19 hours 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.
marcus_holmesabout 16 hours ago
The more important fact is that China makes all the drones
LanceJonesabout 14 hours ago
But also more deaths. It's the delta that's important.
vascoabout 10 hours ago
Old people don't go to war, how is that important. All that matters is who has the most 20 year olds they don't care about killing.
phtrivierabout 7 hours ago
The births of 2025 will be the warriors of 2050. By then, a bunch of those will be needed to, you know, run things around the country. It's clear that China is going to use tech (as in, artificial wombs, neural implants for optimized beaurocracy, and plenty of robots.)

My big question is:

- will they keep the human bodies warm to care for the elderly, and send robots to war ?

- will they keep the robots to take care of the elderly, and send the young's to war ?

- will they dispose f the elderly to keep their edge ?

- will they play long and wait things out ?

AlecSchuelerabout 6 hours ago
> China needs to invade Taiwan

> It's clear that China is going to use tech

I hear this all the time but the invasion never seems to come. Is it just western projection at this point?

mjcohenabout 16 hours ago
If you believe them.
hatthewabout 16 hours ago
> If war is mostly played out from a disrance, will years of playing RTS give South Korea an edge ?

Not sure if this is serious, but RTS skills are different from real-world battlefield skills. Macro is completely different, and while micro skills might be slightly transferrable, computers are so much better that no human will ever be microing real units on a real battlefield.

NicoJuicyabout 5 hours ago
The answer is and always has been "nukes" unfortunately.
Markoffabout 9 hours ago
Ah geez, again this China invading Taiwan nonsense, China ain't USA, Israel or Russia attacking sovereign countries, they just use money to take over, they will do exactly same with Taiwan. Eventually Taiwanese people will figure out that siding with agressive country run by crazy old men is worse option than siding with China.

China has all time in the world not being run by crazies with 5 year election terms rushing to keep their mark in the history, not necessarily positive...

samivabout 4 hours ago
The Taiwanese while being proud Taiwanese (rather than Chinese) are culturally Chinese. After all they came from the mainland after having lost the civil war.

What you said about them siding with China against a common aggressor makes sense. In fact they already did this against the Japanese and took a pause from their onw conflict to fight the Japanese together during WW2.

And it's also true that this "China aggression" is pure Western propaganda.

Which country has been bombing and waging a war somewhere since the inauguration. The same country that has over 700 military bases over the world. (China has 0)

"...rocket's red glare, the bombs bursting in air.."

philwelchabout 4 hours ago
The majority of Taiwanese are the descendants of the people who lived there before 1949, not the descendants of the Chinese Nationalists who fled there at the end of the civil war. In fact, the Taiwanese were, uniquely among East Asian nationalities, relatively happy being part of the Japanese Empire and have maintained good relations with Japan ever since.
vachinaabout 5 hours ago
Yeah pretty much Americans are projecting themselves when they talk about China invading other countries.

Who’s been invading and bombing other nations so far lol.

dyauspitrabout 13 hours ago
We are less than 5 years from robot armies. I mean if you put a person behind a Unitree robot, we have robot armies now. Those things run pretty fast and are quite good at obstacle clearance. They also cost $20,000 per unit which is throwaway money by any metric. Full autonomy is real close though.
theshrike79about 10 hours ago
Remote controlled autonomous robots/drones can also be used for, say, elder care.

A nurse can log in to a HelperBot remotely, check up on the client, tidy up the house and maybe even give medication. Instead of having to drive around between clients, losing maybe hours a day just on transit, one person can manage more people per day.

...but the same system can be modified for KillerBot easily like we know from EVERY SCI-FI BOOK EVER.

We live in interesting times.

AussieWog93about 7 hours ago
Honestly that sounds dystopian even ignoring the killer robot aspect. Imagine the only "flesh and blood" human contact you have being optimised away to reduce cost by 10-20%.
theshrike79about 5 hours ago
Yes, in a perfect world we'd have infinite nurses who have infinite time to spend quality time with each client.

In the real world, right now, nurses have a set time in minutes to visit each client and if there's traffic or someone has fallen over and needs extra care, guess what? Someone else gets less time or the nurse has to work overtime, usually un(der)paid. (Sauce: have people in both sides of this equation in my immediate family)

This is why old people get shoved into care homes where they manage 20 clients with one nurse because the transit time is "across the hall". And that's how people get institutionalized, even the fit and healthy ones get demotivated, bored and stop trying. Saw this first hand when my grandmother couldn't live in the house she had lived in for half a century because she couldn't get enough support at home. It took her months to go from mostly alert and energetic to practically waiting to die.

I'd much rather have the daily care of my elder relatives managed by a remote operated bot than watch one more grandparent wither away slowly in an elderly care facility.

dyauspitrabout 13 hours ago
Russia is not a “modern” army. They are literally using low tech drones from Iran against Ukraine because they can’t come up with their own.
thatguy0900about 16 hours ago
To some extent it already has, Ukraine had a press release a few days ago stating they had attacked and taken a position using only robots and drones for the first time

https://www.businessinsider.com/ukraine-russia-position-take...

markus_zhangabout 19 hours 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.

janalsncmabout 20 hours 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.

lucidrainsabout 19 hours ago
quite surprised to see SAC, considering the deepmind ping pong paper resorted to evolutionary strategies, iirc
aslushnikovabout 6 hours ago
I'm very surprised to see the rapid advancement in robotics these days. After all the fancy demos of Boston Dynamics and others from 10 years ago, and no real advancement beyond them, we kinda learned to treat robotics as "fancy toys".

Now, this feels to me very much like a Deep Blue moment in chess, when to everyone's surprise it won over Garry Kasparov 3.5 to 2.5. 20 years in, and no one even considers competing with chess engines.

This Ace robot won over table tennis professionals in 3 matches and lost in 2. Even the score is similar. I wonder what it'll all look like in 20 years from now.

nilslindemannabout 9 hours ago
I find Sony's work valuable. In my opinion, the primary purpose of AI is still, first and foremost, to relieve us of the physical labor we don't want to do. The next step to be taken is to create a universal basic income. Evolution will then unfold, as creative people will be able to dedicate their whole life undisturbed to the problems they deem important.

Here a video where one can actually see the robot in action:

https://youtu.be/lWp6XNHaWRk

tgvabout 4 hours ago
UBI is a phantom. If (when?) AI takes over and everyone is put on UBI, the problems we'll deem important will be finding enough food to survive.
munksbeerabout 7 hours ago
> In my opinion, the primary purpose of AI is still, first and foremost, to relieve us of the physical labor we don't want to do.

Why only physical labour? There might be a lot of admin or thought labour (non physical) that we don't want to do either.

mgh2about 19 hours ago
XCSmeabout 3 hours ago
Not to take anything away from the robot, but I would have liked to see the match be against a male player, as they can impart higher speed an spin on the ball, which would give the robot less reaction time.
yttriumabout 3 hours ago
It did play against a male player, as outlined in the article:

> Sony AI autonomous robot Ace returns a shot back against its human opponent, table tennis player Yamato Kawamata, during a match in December 2025, as seen in this photograph released on April 22, 2026.

dyauspitrabout 3 hours ago
It did but didn’t win against not win against the male. It’s in the video from Sony AI.
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perlgeekabout 11 hours ago
> In matches detailed in the study, Ace in April 2025 won three out of five versus elite players and lost two matches against professional players, the top skill level in the sport. Sony AI said that since then Ace beat professional players in December 2025 and last month.

What exactly is an "elite" player, if it's not a professional?

Jtariiabout 6 hours ago
Would assume the top amateur players that don't play professionally.
__patchbit__about 6 hours ago
Professionals play for money. Elites just do it.
CarbonCyclesabout 4 hours ago
In case anyone is interested, here is a paper on how they implement this.

https://arxiv.org/html/2504.10035v2

tgvabout 4 hours ago
Sure? The website points to an article in Nature with different authors. They seem to refer to the people from Tübingen, though.
jcimsabout 19 hours 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.

ChrisMarshallNYabout 19 hours ago
Makes sense that it would.

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

jmward01about 18 hours ago
I'm not that excited about 'x beats human at y' anymore. I am more interested in 'x beats human at made up on the spot tasks p d and q'. That is starting to happen more generically and is a bigger sign of emerging capability. We can always create something confined that will beat humans, it isn't until recently that we are starting to be able to generally beat humans at tasks.
arjunthazhathabout 10 hours ago
Glad to see new kind of robots other than those cliche dog like ones....that does nothing but walk. In india its pretty much seen in every public event as a marketing gimmick.
metadatabout 20 hours ago
Is there a video of this in action? Pictures are not satisfying at all!
bubblegumcrisisabout 19 hours ago
Am I correct in my understanding that- they had specialized software that not only tracked the ball, calculated spins using the logo, and fed calculated trajectories?
fourtharkabout 15 hours ago
Yes, using nine specialized cameras. Still very impressive but the human is overmatched on equipment alone.
downbootsabout 12 hours ago
Robo-augmented padel, the future
thenthenthenabout 9 hours ago
Obligatory Stuff Made Here robot putter: https://youtu.be/2OfjZ3ORJfc?si=IHdZaLJE2TBg45HF
nemo44xabout 18 hours ago
Well, I guess we’re going to fire all the Ping-pong players at the office and replace them with these robots.
chasilabout 18 hours ago
What happens when two of them play each other?

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

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Der_Einzigeabout 4 hours ago
I suppose this recent love-letter video to a random table top game from Rockstar games from NakeyJakey is now relevent to this thread...

https://www.youtube.com/watch?v=7cMc4M5QJvM

throwatdem12311about 15 hours ago
I don’t care about robots being better than humans at human achievement.

Would anyone ever watch Clankers play hockey against eachother at a Clanker Olympics? The idea is absurd, I want to see humans competing because they are humans not just because they are good.

efskapabout 15 hours ago
Furthermore, I think we care most about the context surrounding the humans.

If a txt2vid model could generate a 100% perfect video of a soccer match, perfectly rendering each blade of grass, would anyone watch it? No, because we care about the team and the stories of the players. Not just the spectacle being shown.

eunosabout 6 hours ago
> If a txt2vid model could generate a 100% perfect video of a soccer match, perfectly rendering each blade of grass, would anyone watch it? No, because we care about the team and the stories of the players. Not just the spectacle being shown.

But AI would produce hilarious and memeable soccer matches. Those are enough to reserve your attention and waste your time.

NitpickLawyerabout 10 hours ago
Plenty of people watch TCEC (Top Chess Engine Championship) livestreams. Even more watch a selection of games curated by professional analysts. Some of the games are really interesting and surface novel stuff.
mgfistabout 15 hours ago
> Clankers play hockey against eachother at a Clanker Olympics

Well actually hockey in particular could be entertaining, depending on how they play.

throwatdem12311about 14 hours ago
Robocops vs Terminators maybe
fc417fc802about 10 hours ago
I would absolutely watch a clanker olympics if it was tightly regulated, involving fully autonomous bipedal robots that fit within a strict physical envelope putting on inhuman displays of athleticism. I'd be particularly interested in gladiatorial competitions since on top of super human athleticism blood sports have otherwise fallen out of favor due to the human cost.

Are you seriously telling me you wouldn't enjoy watching mechas going at it with greatswords? As a bonus (as suggested regarding cars by another commenter) mount explosive charges to weak points that must be defended.

throwatdem12311about 3 hours ago
When I watched Battle Bots and Gundam Wing as a kid - even though the robots were cool without the human side of the story it’s all pretty lame.

So maybe if people were actually piloting or tele-operating the mecha, but just watching semi-autonomous war machines destroy eachother? Meh

fingerabout 20 hours ago
I wonder if a top player with access to a robot like this can get an extra edge in training?
hermitcrababout 20 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.
allthetimeabout 19 hours 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.
jedbergabout 19 hours ago
It's an amazing feat of engineering because it requires constant micro-adjustments, something that robots couldn't do a few years ago.
allthetimeabout 18 hours ago
Yeah, thinking through it a bit further, the real story here, aside from the mechanical engineering, is the application of AI/machine learning/computer vision processing. The advancements that have made it possible to reason about, simulate, and react to the complexities of a spinning ball in a fraction of a second are pretty cool. My gripe is mostly that this article isn't focusing on and detailing this.
throwatdem12311about 15 hours ago
Coming soon to an ICE Goon Squad near you!
hydroloxabout 19 hours ago
isn't this a technology forum?
allthetimeabout 18 hours 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.
thenthenthenabout 9 hours ago
Is that a legal serve?
OisinMoranabout 17 hours ago
This is great, I remember being sorely disappointed by the hyped up Timo Boll vs Kuka robot 12 years ago. I thought it was going to be a real match and seemed like the robot would destroy him, but ended up just being a marketing stunt and felt like a fixed fight, with no real digging into the tech or why the robot "lost". Still some cool footage: https://youtu.be/tIIJME8-au8
tantalorabout 20 hours 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!

aldielshalaabout 14 hours ago
Finally an AI that takes someone's job and nobody's upset about it.
tartoranabout 20 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.
jimt1234about 18 hours 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.
chucksmashabout 15 hours ago
https://en.wikipedia.org/wiki/DARPA_Grand_Challenge_(2005)

(Linking that one as it's the first in which any of the teams completed the entire course)

teabout 12 hours ago
Here's an entrance to the rabbit hole: https://www.a1k0n.net/2021/01/22/indoor-localization.html
pinkmuffinereabout 17 hours ago
Absolutely love this idea, it sounds very fun
jareklupinskiabout 19 hours ago
robot ping pong league
davebrenabout 18 hours ago
It would be a good benchmark for humanoid robots
slowhadokenabout 19 hours ago
The greatest blernsball player was a machine for playing blernsball.
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runicelfabout 17 hours ago
Now we need to find out if the robot can win against the wall
ameliusabout 19 hours ago
AI gets all the fun jobs. Yet again.

Now build a robot that can catch a bullet.

__patchbit__about 6 hours ago
SpaceX Mechzilla chopstick catch of Starship booster is up there for difficulty.
RijilVabout 19 hours ago
careful what you wish for.
vova_hn2about 15 hours ago
While the engineering behind this achievement is really impressive, it doesn't feel that important in the grand scheme of things.

We had machines "beating" humans in physical tasks for a very long time. No one would be impressed by a car winning a running competition or a construction crane lifting more weight than an Olympic weightlifting champion.

jillesvangurpabout 15 hours ago
The significance of ping pong is not beating humans but that it is a sport that depends on high precision, fast movement, and rapid responses. The aim of the game is to out maneuver the opponent and corner them such that they can't respond and adapt quickly enough. A robot beating a human means that it does this better, faster, and more precise. A few days ago, a bi pedal robot ran a a half marathon about eight or nine minutes faster than the fastest human can.

These are not the clumsy robots of a few years ago that could only do simple, pre-programmed tasks and had to work in fenced off areas because they had no awareness of anything around them (including fragile people) but self stabilizing, inhumanly fast running robots that can operate in any kind of environment and adapt to a wide variety of tasks. And then complete those tasks at very high precision and speed.

vultourabout 5 hours ago
I'm sorry but none of this sounds in any way exciting or like a breakthrough. There are ASML machines that hit microscopic tin particles with a laser 50,000 times per second, but it's somehow an achievement we've managed to create a ping pong paddle that's fast enough to hit a ball? Precision robotics have been used in manufacturing for decades.
_carbyau_about 14 hours ago
And humans have mastered radio waves for communication, washing machines for washing clothes, dishwashers for dishes etc etc.

However, the point here is not that it makes a sport redundant, but that a type of observation, calculation, and movement has been achieved.

I for one hope to see this tech in action from the customer side of a teppanyaki restaurant. It won't replace the humour of a good human teppanyaki chef but maybe I'll be able to afford it....

throwatdem12311about 15 hours ago
We’ve had chess computers better than humans for a long time now but nobody cares about that because it’s not about winning it’s about the humanity.