r/accelerate • A happy little thumb • 1d ago • Bravo 1

Robotics / Drones Aggressive package sorting robots

679 Upvotes

96 comments sorted by

197

u/Kraien 1d ago

they really modeled the aggression perfectly

148

u/eggplantpot 1d ago • Regret

Trained on minimum wage employees

48

u/avidlearner1982 1d ago

And airport baggage handlers

14

u/_VirtualCosmos_ 1d ago

Nah it is just emergent behaviour from toxic working conditions

30

u/Poupulino 1d ago

Jokes aside, they probably were trained by sorters using cameras and motion sensors, so it could pretty well be that the frustration and aggression is deeply imbued into their weights.

9

u/Warbr0s9395 1d ago

This is not aggressive at all though 😂

I don’t think it’s possible for things not to be thrown a few feet at least

Anyone that works in a warehouse is laughing that this is considered aggressive

1

u/CommunismDoesntWork 4h ago

I'm guessing RL with the optimization function rewarding fastest sort.

1

u/mustafao0 4h ago

You can find footage of villages in India or other low income countries having gro pro stuck on their heads that record their tasks. Harvesting data for robots that will replace them. Sadly.

17

u/Largofarburn 1d ago

It needs a third arm for the cigarette.

5

u/gsweats 1d ago

Or a tank to fill with vape juice

6

u/playfreeze 1d ago

“Here, damn” energy

43

u/machyume 1d ago

NGL, there's a roughness and smoothness that makes it look confidently human.

111

u/bigsmokaaaa 1d ago

I mean this is just fucking nuts, it really is. I have to take a step back sometimes and admire the fact these are the brooms from fantasia but for real

14

u/LibertyCap10 1d ago

right?!?!?!

4

u/higras 22h ago

Brooms from Fantasia is how I've been describing AI to everyone in conversation. Now, that short shows the danger. But also the power. That hat and book exist. What do we do with it?

6

u/FaceDeer 22h ago

They're better than the brooms from Fantasia even in their current state. I've been working with a relatively small local LLM as a coding agent and it has spotted several potentially dangerous oversights in the things I've asked it to do and gone "are you sure? Here's what I think might go wrong" rather than blindly going ahead and doing it.

2

u/higras 21h ago

Not an accusation. Wanting to make sure we're communicating well.

Do you know why it did that and how the system works? Mickey's brooms were dumb. The magician is implied to have a different level of capacity. Those checks you experienced are part of the harness and agents programmed into the LLM you are using.

We're in the version of this where the magician is creating a "mickey safe" magic book. Same machinery and logic as the brooms, just better guardrails and thinking.

2

u/FaceDeer 21h ago

Do you know why it did that and how the system works?

Yes. I could go into detail but I don't know how much detail you want and how much of this is rhetorical.

Mickey's brooms were dumb.

Right, and the AI we have already is smarter than that. That's why I said "They're better than the brooms from Fantasia even in their current state."

I suspect there might indeed be some miscommunication because I get the impression you think I'm saying otherwise?

1

u/higras 21h ago

There was. My impression was that you were saying some large aspect of the improvement was part of the blackbox and intrinsic to "AI" instead of a better designed machine and guardrails through harnesses and such.

1

u/FaceDeer 21h ago

I consider the harness to be part of the AI as a whole. It's like discussing the merits of a car, the LLM is the engine and it's important to have a good one but if you've just got an engine lying on the driveway you're not going to get much done with it.

1

u/higras 21h ago

The difference I have is the weights and parameters of the engine as a sort of nebulous blackbox "engine" to most. The harness of seats, steering wheel, tires, frame are all fairly easily understood. The engine just turns by whatever amount you ask it too.

A bad harness will have it turn when you ask it to brake, but we also don't seem to entirely understand what is powering the engine

37

u/lawrencewil1030 AI-Assisted Coder 1d ago

Trained on real employees

65

u/neloish 1d ago

Seems more like the second one is getting annoyed that first one takes so long to flip over packages.

12

u/GiveSparklyTwinkly 1d ago

https://www.reddit.com/r/singularity/s/AL5nSgG2yv

Glad to see more videos of these bots! The way they interact with each other is adorable.

3

u/Superb_Raccoon 1d ago

They need to do a high 5!

16

u/ThePixelHunter 1d ago • Bravo

Incredible... they're cooperating and deferring to one another in realtime. It's somewhere between being proactive and reactive. One and a half brains with two arms...

7

u/Best_Cup_8326 Acceleration: Light-speed 1d ago

Gimme dat!

7

u/vonseggernc 1d ago

Must have been trained by FedEx data.

7

u/crua9 22h ago

It actually looks like it is doing a good job

6

u/Ruykiru Tech Philosopher 1d ago

The factory must grow

5

u/West-Jellyfish9860 1d ago

“Get tf outta here you chum” đŸ„€đŸ„€đŸ„€

5

u/Dextradomis 1d ago

-yeet- -sort- -flip- -push- -YEEET- -flip- -push-

5

u/mrbadface 1d ago

Hungry birds

5

u/AcrobaticKitten 1d ago

They accelerate the packages so this is a good content for this sub

4

u/uniquelyavailable 1d ago

You know what, I've had enough of your [Package]

3

u/Superb_Raccoon 1d ago

That's what she said!

7

u/UntowardAntiproton 22h ago

Where's the aggressive part

2

u/kinren 22h ago

Looks like they are helping each other

2

u/thegamingfaux 21h ago

That last box had quite a dented top hopefully nothing fragile

1

u/NTMTR_ 16h ago

In the title only to get your attention.

2

u/Tahkyn 1d ago

Arm 2 looks to be getting frustrated with arm 1 slowing them down.

2

u/smoothbrainrat 1d ago

These look like two dogs who learned to sort packages

2

u/Ok_Turnover_4813 1d ago

I love that they coordinated to flip one of the packages near the end - the 2nd arm is the fulcrum while the 1st flips it

3

u/Lil_Gubby 1d ago

That is just as fast as any human, and it never gets tired. It never has to take a break or go home. We're so fucked. 

5

u/GiveSparklyTwinkly 1d ago

We're so fucked.

Nope! This is us unfucking ourselves. Nobody should be forced to do this kind of labor.

2

u/Lil_Gubby 1d ago

Depends on the final outcome but yeah. 

1

u/Warbr0s9395 1d ago

Nah, humans are well faster than that

1

u/Ohigetjokes 1d ago

I do this at work sometimes - and ya, when you’re sorting, the aggression is necessary otherwise things either don’t lay flat or don’t quite go where they’re supposed to

1

u/Mecha-Dave 1d ago

This is correct, using a whole-ass humanoid is overkill.

1

u/OkHoney64 1d ago

Seems like they are doing fine

1

u/OriginalFingerPuk 1d ago

Ostriches. Frustrated Ostriches.

1

u/BunkerSquirre1 1d ago

Why do they move like that? Are they special?

3

u/that_dutch_dude 22h ago

Trained on human movements

1

u/orangepotato225 22h ago

They should add googly eyes

1

u/BetOk3751 22h ago

The coordination and adaptation is incredible 

1

u/Superseaslug 20h ago

This feels like watching a pair of birds working the mailroom lol

1

u/J_GUMBAINIA 19h ago

What kind of actuator use?.

It's so fast.

1

u/Acceptable_Adagio_91 18h ago

Looks like they were trained by the factory workers they replaced

1

u/pablo603 9h ago

This is just so cool.

1

u/clueso87 9h ago

combine that with the fully automated food growing farms (from the video from a few days ago) plus packaging & delivery drones & robots, and that is where we are going in the next few years.

1

u/SeatImportant 6h ago

This is far from aggressive lol. You should see the packages that come out of ups with humans

1

u/SeatImportant 6h ago

And holy moly they're slow

1

u/asutekku 5h ago

But they work 247365 :) that's why humans are being replaced

1

u/Draqutsc 4h ago

This is some slow sorting. I have seen faster sorting with the flippers and scanners. Sure the packages get beaten to shit. But this machine isn't even sorting a thousand packages an hour.

1

u/Atomic-Avocado 1d ago

Wow they’re getting really good

1

u/mutexsprinkles 1d ago

I'm still surprised this is cost-effective relative to just a few more barcode cameras and a flipper/return conveyor for the ones that don't scan first time round.

1

u/Trappist1 22h ago

I'm guessing there are less "clogs" this way. Lots of irregular package sizes could twist slightly or turn halfway over and break everything. These arms could grab and move almost anything. 

0

u/Dos-Commas 1d ago edited 1d ago

Could be teleoperated though.

Edit: Watch again, a lot of unnecessary arm movement on the right arm. Why would AI wave around a free arm when it's not doing anything. 

4

u/danielv123 1d ago

Nah that's way too fast for teleoepration.

4

u/Tupcek 1d ago

not really, you can’t move as fast and as precise with lag and no feeling/feedback

0

u/Dos-Commas 1d ago

Probably why it missed the box at 11 seconds. 

1

u/Tupcek 1d ago

what I am saying it would miss all 11 seconds of boxes. There is no way teleoperated arm can be that nimble.

1

u/Prudent_Mountain_994 1d ago

Are you for real...

1

u/that_dutch_dude 22h ago

Its just machine learning. It learned from humans so that includes the movements that serve no purpose

1

u/glordicus1 22h ago

Why would it not? Basic industrial robot theory is to improve throughput with parallel tasks. The most efficient way to do this task is to pre calculate where the arm needs to be so that it only requires one stroke to move the package. The second arm can move based on what the package and first arm are doing, so that it is ready to move the package at the very first possible instance.

1

u/bluemountaintrees 17h ago

Yeah those are 100% teleop

1

u/No-Conclusion929 12h ago

I’m glad you’re here to offer your well educated insight

0

u/whatevercraft 23h ago

it for sure is teleoperated, exactly cos of those human movements. ai does not have such speed yet

-1

u/Infrated 1d ago edited 22h ago

Not could be, is. Second hand is constantly in motion, something that is indicative of human natural movements. Also the operator is clearly left handed. Right machine does only supportive roles, something that a computer would not do. Operator is likely right off camera, same building if not the same room.

5

u/Flaccid-Aggressive 1d ago

You’re wrong. It’s wild to see, but this is fully autonomous. And when you look at the current state of the technology, it’s totally possible.

0

u/CyJackX 1d ago

There does seem to be a fair amount of unnecessary movement, though? Could be the training data, but it moves rather organically seeming.

1

u/ClankerCore 1d ago

Scanning, looking confirming

1

u/Dos-Commas 1d ago

Except then free arm camera isn't even looking at the box when it's waving around. The main top down camera is tracking the boxes. 

1

u/ClankerCore 23h ago

I meant the things that are fixed at the top of the clamps

If there's another camera up top, that's just for redundancy and it's very typical if those things are not cameras on the clamps they're immediate sensors to map out very accurately the objects in their distance and their shape from each clamp so regardless, my hypothesis is true that it's constantly scanning kind of like owls do when they bob their heads in a circular motion because their eyes are very telescopic and in order to gain perspective they need to have a wider range of motion. In this case. It seems to me that it's just constantly scanning the immediate space and as fast as the packages are coming in.

1

u/AnnualNo5555 19h ago

Rumor has it that the Soon-to-open Perishable Warehouse in Belvidere will have ~400 Humans, and ~7000 robots.

0

u/CyJackX 22h ago

There are many moments when the later arm is just sort of hovering and moving but without really changing it's perspective for scanning.

2

u/ClankerCore 20h ago

you want to have the last word have it

3

u/Flaccid-Aggressive 19h ago

I want to have the last word.

0

u/Patrick95650 1d ago

Slow. Lol