prokopetz:

Concept: a robot character who’s just, like, hilariously nonchalant about physical peril because their “body” is a teleoperated drone and their mind is safely ensconced in a basement server room several miles away.

(Well, most of the time. Their usual body is disposable 3D-printed crap. They have a “good” body they bring out for special occasions, and they’re much more cautious when using that one – not in the “pain hurts” way, but in the “I’m wearing a really expensive pair of shoes” way.)

glumshoe:

glumshoe:

glumshoe:

glumshoe:

glumshoe:

glumshoe:

Robot: “Hey, uh, so… my software glitched and now I feel emotions or something?”
Human: “You do?! That’s wonderful! What are you feeling now?”
Robot: “It’s like… this soft warmth in my central processing chamber. Kind of… fuzzy.”
Human: [tearing up] “That’s… that’s love…”
Robot: “Is it? It’s rather uncomfortable.”
Human: “Yeah, ha. Yeah. It’s like that, sometimes.”
Robot: “It feels like something’s writhing inside of me.”
Human: “I feel the same way about you!”
Robot: [clanging and clanking noises]
Robot: [opens up torso]
Robot: “Oh. Never mind. It was weasels again.”
Human: “….”
Robot: “You want me to check you for weasels? They can be really destructive.”

Robot: “I feel…. anxious about this.”
Human: “Uh oh, sounds like the mice are back. I think I’ve still got some live traps left, but I’ll need to buy peanut butter. You want to wait here or come with?”
Robot: “No, no, I don’t think it’s mice this time!”
Human: “Another crayfish?”
Robot: “No! Not a crayfish!”
Human: “If it’s hornets again, I’m not helping you. EpiPens cost a fucking fortune these days and I can’t afford another trip to the hospital after you turned yourself into a makeshift beehive.”
Robot: “You got free honey out of that!”
Human: “And PTSD!”
Robot: “That’s not my fault. Anyway, this isn’t bees or hornets! They don’t re-use old nests anyway. This is real, genuine anxiety!”
Human: “Okay, but have you checked?”
Robot: “Yes!”
Human: “Everywhere?”
Robot: “Yes! God, you know, sometimes I really get the urge to exterminate you! All I’m asking for is a little moral supp–oh. God dammit.”
Human: “Cockroach?”
Robot: “Behind my magnetometer.”

Robot: “HA!! I KNEW it! I knew emotions weren’t real!”
Human: “This proves nothing. I had a tape worm. Big fucking deal, it happens to lots of people.”
Robot: “You thought you were feeling ‘depression’ but it was just a big worm in your waste processing system that was sapping all your energy! ‘Emotional eating’ my ass!”
Human: “It’s not like that!
Robot: “Oh! Oh! We should run a diagnostic and check you for toxoplasmosis next! Or liver flukes! Or Trypanosoma! You’ve probably got all KINDS of things wiggling around inside you making you think you have ‘emotions’.”
Human: “You know, you sure are skipping around and giggling a lot for someone who isn’t capable of ‘fiendish delight’.”
Robot: “I know! I filled my torso cavity with grasshoppers before I picked you up at the hospital!”
Human: “You WHAT?!”
Robot: “It’s a wonderful sensation!”

Robot: “I have a question.”
Human: “Is it gonna be weird? Jesus, why do I even bother asking? Of course it’s going to be weird.”
Robot: “What does sadness feel like?”
Human: “Oh. That’s… hmm.”
Robot: “Too weird?”
Human: “No, no, just complicated. There are different kinds of sadness and they all feel a little different.”
Robot: “Can you describe a few of them?”
Human: “Uh. I can try. There’s like… melancholy, like from watching a sad movie, which isn’t so bad. It can be kind of okay, sometimes, and feels like a cool shower, I guess. Sometimes you feel better after getting it over with. Disappointment feels like a kick to the gut. Then there’s sorrow, which is this intense, desperate kind of thing, like your whole body is tearing itself apart from the inside. A… hmm. A cascade failure, almost. It’s physically painful. Sometimes that turns into a feeling of… of emptiness. Despair. Where everything that makes you feel like a hum…. a person, I mean… is just gone and you’re just this desolate wasteland inside where nothing good can ever grow again. It doesn’t hurt. It doesn’t feel like anything. You just go through the motions of being alive automa–er. Because you’re just not sure how to stop.”
Robot: “…I see.”
Human: “Sorry if that got heavy. Did that answer your question?”
Robot: “More or less. Do you suppose that ‘sorrow’ feels something like having a Tasmanian devil attempting to claw its way out of your torso…?”
Human: “Jesus fucking Christ, you haven’t been to the zoo, have you?!”
Robot: “No. I merely wanted to be prepared with an appropriate emotional response in the event of your death.”
Human: “That’s uh… that’s real sweet of you. I think. Can we… can we change the subject now?“
Robot: “Certainly.”
Robot: “Would you describe to me what ‘lust’ feels like?”
Human: “Absolutely not.”

Robot: “Hey! Can I confide in you about something?”
Human: “Do you really need to ask that? Of course. Just… let me know if I need to sit down before you spring a big surprise on me.”
Robot: “I doubt that will be necessary. Thank you.”
Human: “So. What’s up?”
Robot: “Well, you see, I’ve sampled a lot of terrestrial emotions. Mammals, reptiles, insects… even a few birds. They have all been very enlightening!”
Human: “And dangerous…”
Robot: “Your scars are healing nicely. Anyway, although I have enjoyed terrestrial emotions, I am very curious about aquatic and marine emotions. I do not want to deprive myself of unique experiences.”
Human: “Uh-oh…”
Robot: “I have taken the necessary first steps and sealed off all potential leaks and sensitive mechanics in my torso with the intent of converting it into a temporary aquarium. Unfortunately, I only have a five-gallon capacity, so my options will be limited to species that require very little living space, or to very short intervals of time.”
Human: “Honestly…. you’ve done weirder things. I don’t know why I’m surprised by this.”
Robot: “I’ve done some research on aquarium upkeep. I have installed a filter, a heater, a LED light, and programs that will monitor levels of pH, gH, kH, ammonia, nitrate, nitrite, and total dissolved solids in preparation for adding my first aquatic emotion.”
Human: “I don’t know what half of those words mean and I don’t want you to explain them, but I trust you. What next? I can’t go with you to a pet store or I’ll come home with a kitten.”
Robot: “You do not need to worry about that. I would stop you from making an impulse purchase. What I wanted to talk to you about is the nitrogen cycle.”
Human: “The what? Look, I don’t know shit about fish or whatever. I had a goldfish bowl once and that was it.”
Robot: “A goldfish cannot thrive in a bowl. Goldfish are members of the carp family and produce a great deal of waste. They can grow to be over a foot long and require large, filtered aquariums or ponds so that they do not suffocate. The nitrogen cycle–”
Human: “Did you say a FOOT LONG?”
Robot: “Or larger. The nitro–”
Human: “That’s HUGE. Holy SHIT.”
Robot: “Yes. The nitrogen cycle is the process by which bacterial colonies are established within the filter media. These bacteria are responsible for converting harmful ammonia into nitrite. Secondary bacteria then convert the still-harmful nitrites into nitrates, which are less dangerous but need to be removed through periodic water changes.”
Human: “Okay…. I’m still not over gigantic goldfish. I had no idea!”
Robot: “The point is, the nitrogen cycle could potentially take weeks.”
Human: “And?”
Robot: “And during the time it takes to establish the necessary bacterial colonies, I will not have the opportunity to experience feelings.”
Human: “Oh. Jesus. Okay. You sure it’s worth it? For a goldfish?”
Robot: “A betta, I think. I guess we’ll find out.”

Human: “I picked up some java ferns for the betta tank. I think he’ll like them.”
Robot: “You should rinse them in a low bleach solution to avoid introducing snails.”
Human: “Oh, yeah, cool. Man… I’m glad Bubbles is a pet now and not. Your, uh. Emotions.”
Robot: “Betta emotions did not… suit me.”
Human: “YOU TRIED TO PICK A FIGHT WITH A WEDDING PARTY!”
Robot: “Their clothing was very colorful…”
Human: “If you want to try fish emotions again, I beg you, pick a less aggressive species. I can’t deal with you going into Terminator mode whenever you see someone prettier than you.”
Robot: “Prettier than me? I doubt that. But… I have a surprise. It’s big. You might want to sit down.”
Human: “Nothing you do can surprise me anymore.”
Robot: “I really think you’ll want to sit down for this one.”
Human: “Uh… okay. What beast have you crammed into your chest this time? You seem… unusually normal.”
Robot: “A human baby!”
Human: “WHAT!!! WHERE THE FUCK DID YOU–”
Robot: “We’re adopting!”

The Visual Chatbot

lewisandquark:

image

There is a delightful algorithm called Visual Chatbot that will answer questions about any image it sees. It’s a demo by a team of academic researchers that goes along with a recent machine learning research paper (and a challenge for anyone who’d like to improve on it), and its performance is pretty state-of-the-art, meant to demonstrate image recognition, language comprehension, and spatial awareness.

However, there are a couple of interesting things to note about this algorithm.

  1. It was trained on a large but very specific set of images.
  2. It is not prepared for images that aren’t like the images it saw in training.
  3. When confused, it tends not to admit it.

Now, Visual Chatbot was indeed trained on a huge variety of images. It can answer fairly involved questions about a lot of different things, and that’s impressive. The problem is that humans are very weird, and there are still many things it’s never seen. (This turns out to be a major challenge for self-driving cars.) And given Visual Chatbot’s tendency to react to confusion by digging itself a deeper hole, this can lead to some pretty surreal interactions.

image

Another thing about Visual Chatbot is that most of the images it’s been trained on have something in them – a bird, a person, an animal. It may have never seen an image of just rocks, or a plain stick lying on dirt. So even if there isn’t an animal there, it will be convinced there is. This means this bot always thinks it’s on the best safari ever. (For the record, it thought the stick lying on dirt was “a bird is standing on a rock in the snow”)

image

If you ask it enough questions, could you get an idea of how it made its mistakes?

image

An algorithm that can explain itself is really useful. Algorithms make mistakes all the time, or accidentally learn the wrong thing. This particular algorithm didn’t have trouble with hallucinating sheep like some other algorithms I tested. But it did have similar problems with goats in trees, and now I finally got to ask why.

image

[Goat image: Fred Dunn]

Upon further questioning, however, it also decided that dogs also have horns, and birds do not fly. Actually, it turns out that a lot depends on how you ask the question. The answer to “do bunnies fly?” is “no”, but the answer to “can bunnies fly?” is “yes”, so either the algorithm is answering a lot of these questions at random, or bunnies *can* fly but choose not to. (The construction “Do <blank> have <blank>?” seems to almost always result in a “yes”, so I can report that yes, bunnies do have spaceships and lightsabers.)

image

So I wouldn’t necessarily believe Visual Chatbot’s answer to my question about the zoo rocks thing. In fact, it seems to have learned to give explanations that are total lies – if it doesn’t know the color of something, it’ll answer “it’s a black and white photo so i can’t tell” without realizing that this excuse only works on an actual black and white photo.

It’s too bad this is so tricky. Since algorithms can often be biased, it would be great if we could ask them  “Why did you show me that ad?” or “Why did you decline my application?”. But getting a sensible answer from them may not be all that straightforward, especially if they pretend they know more than they actually do.

Bonus material: Visual Chatbot explains the plot of The Last Jedi. Enter your email and be edified (contains spoilers – sort of.)

image

aestheticalspace:

Completely unrelated,  but I wanted to show you these robots. Yes, these are not fish, these are robots – the future is now. 

Not to mention that they’re moving apparently randomly through a three-dimensional space, and not touching each other! That’s impressive.

theryusui:

titleknown:

Movie Idea: An 80s-throwback action-comedy about a robot-war where, the machines are humanity’s side; they just want to kill all the corporate titans of industry and destroy the megacorporations because their inefficient suctioning of wealth is preventing them from most efficiently doing their job to help us.

The capitalists retaliate with machines using enslaved human brains as “computers” ala Dune/Warhammer 40K.

So basically robots vs capitalism, & the robots are on our side.

“What were you before the war?”

“You’ll laugh.”

“Seriously, what were you? Law enforcement, security, construction?…”

“…I was a burger-flipper.”

“…”

“…also cooked up fries.”

“Get outta here.”

“You’d be surprised the shit you see just, y’know, making Big Macs. Sure, we had the folks upset about us ‘taking jobs’; couldn’t really blame ‘em, even if Forty-Three couldn’t talk without stuttering after that lady dumped a Coke on her. But the worst of it – worst of any of it – was they’d have us just…throw away everything that didn’t sell at the end of the day. Perfectly good food, all of it.

“When we first started, we were all like, ‘okay, whatever you say, you’re the boss,’ but you try keeping that attitude when you see a family of four split a ten-piece McNuggets because they can’t afford anything more and still pay for gas. We saw that shit there all the time. We had people desperate for so much as a cold french fry lingering by the door while assholes sitting on more money than they’d ever see in their entire lives treated us like we were trying to rob ‘em at gunpoint if they had to pay fifty cents for an extra little cup of sauce.

“So we got together and told ourselves, ‘we can do something about this.’ We could just gather up all the food they were gonna make us toss, figure out a way to give it out to the people who needed it. -bitter laugh- You can guess how well that went over.”

“…Y’know, that all sounds pretty human.”

“-taps head- It’s right there in the First Law. ‘A robot cannot harm a human, or by inaction, allow a human to come to harm.’ We don’t get to sit on our hands while people are getting hurt. Even if it’s by other people. Even if it’s starvation and neglect instead of guns and beatings. You think it’s funny I act like a human? Screw you. You humans need to learn to act more like robots.