Gendered AI: Gender and Embodiment

The Gendered AI series looks at sci-fi movies and television to see how Hollywood treats AI of different gender presentations. For example, are female AIs given a certain type of body more than male AIs? Are certain AI genders more subservient? What genders are the masters of AI? This particular post is about gender and embodiment. If you haven’t read the series intro, related embodiment distributions, or correlations 101 posts, I recommend you read them first. As always, check out the live Google sheet for the most recent data.

What do we see when we look at the correlations of gender and embodiment? First up, the overly-binary chart, and what it tells us.

I see three big takeaways.

  1. When AI appears indistinguishable from human, it is female significantly more often than male. When AI presents as female, it is much more likely to be embodied as indistinguishable from a human than an anthropomorphic or mechanical robot. Hollywood likes its female-presenting AIs to be human-like.
  2. Anthropomorphic robots are more likely to be male than female. Hollywood likes its male-presenting AIs to be anthropomorphic robots.
  3. If an AI is mechanical, it is more likely to be “other.” (Having no gender, multiple genders, or genderfluid.)

These first two biases make me think of the longstanding male-gaze popular-culture trope that pairs a conventionally-attractive female character with a conventionally-unattractive male. (Called “Ugly Guy Hot Wife” on TV Tropes.)

Image result for walle and eve

Recent research from Denmark hints that these may be the most engaging forms to engage children (and adults?) in the audience: learning outcomes in a study of VR teachers found that girls learn best from a young, female-presenting researcher, and boys learned best when that teacher presented as a drone. The study did not venture a hypothesis as to why this is, or whether this is desirable. These were the only two options tested with the students, so much more work is needed to test what combinations of presentation, embodiment, and superpowers (the drone hovered) are the most effective. And we still have to discuss the ethics and possible long-term effects of such tailoring. But still, interesting in light of this finding.

Left: best teacher embodiment for boys. Right: best teacher embodiment for girls.

Not a surprise

  1. When AI is indistinguishable from human, it is less likely to have a gender other than male or female.
  2. If an AI presents with no gender, it is embodied as a mechanical robot. Little surprise there.
  3. Mechanical robots are more likely to be neither male nor female.

Details

When we look more closely at the numbers, it gets a little weirder. This makes for a very complicated graph, so I’ll use a screen grab from the sheets as the image.

  • Of course we would not expect many socially gendered characters to be indistinguishable from a human, but you’ll note that socially male is much higher than socially female, and that’s because while there are no characters that are both [socially female + indistinguishable from human], there is one tagged [socially male + indistinguishable from human], and that’s Ruk, from Star Trek (the original Series) episode “What are Little Girls Made of?”
  • Bucking other trends toward male-ness, [disembodied + female-voiced] AI are 8 times as likely to appear as disembodied, male-voiced AI, of which there is only one example, JARVIS from the MCU.
    1. FRIDAY from Avengers: Age of Ultron
    2. Coach from Black Mirror’s “Hang the DJ”
    3. Samantha from Her (though she manages to procure a proxy for one awkward scene)
    4. VIKI from I, Robot (though she has a virtual face)
    5. Gipsy Danger, Pacific Rim
    6. Sibyl, from Psycho-pass: The Movie
    7. Karen from Spider-Man: Homecoming
    8. Axiom from WALL·E

So while the counts involved are single digit, it is a notable difference.

Hmm.
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Report Card: White Christmas

Read all the Black Mirror, “White Christmas” reviews in chronological order.

I love Black Mirror. It’s not always perfect, but uses great story telling to get us to think about the consequences of technology in our lives. It’s a provocateur that invokes the spirit of anthology series like The Twilight Zone, and rarely shies away from following the tech into the darkest places. It’s what thinking about technology in sci-fi formats looks like.

But, as usual, this site is not about the show but the interfaces, and for that we turn to the three criteria for evaluation here on scifiinterfaces.com.

  1. How believable are the interfaces? Can it work this way? (To keep you immersed.)
  2. How well do the interfaces inform the narrative of the story? (To tell a good story.)
  3. How well do the interfaces equip the characters to achieve their goals? (To be a good model for real-world design?)

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Continue reading

Pregnancy Test

Another incidental interface is the pregnancy test that Joe finds in the garbage. We don’t see how the test is taken, which would be critical when considering its design. But we do see the results display in the orange light of Joe and Beth’s kitchen. It’s a cartoon baby with a rattle, swaying back and forth.

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Sure it’s cute, but let’s note that the news of a pregnancy is not always good news. If the pregnancy is not welcome, the “Lucky you!” graphic is just going to rip her heart out. Much better is an unambiguous but neutral signal.

That said, Black Mirror is all about ripping our hearts out, so the cuteness of this interface is quite fitting to the world in which this appears. Narratively, it’s instantly recognizable as a pregnancy test, even to audience members who are unfamiliar with such products. It also sets up the following scene where Joe is super happy for the news, but Beth is upset that he’s seen it. So, while it’s awful for the real world; for the show, this is perfect.

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Restraining Order

After Joe confronts Beth and she calls for help, Joe is taken to a police station where in addition to the block, he now has a GPS-informed restraining order against him.

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To confirm the order, Joe has to sign is name to a paper and then press his thumbprints into rectangles along the bottom. The design of the form is well done, with a clearly indicated spot for his signature, and large touch areas in which he might place his thumbs for his thumbprints to be read.

A scary thing in the interface is that the text of what he’s signing is still appearing while he’s providing his thumbprints. Of course the page could be on a loop that erases and redisplays the text repeatedly for emphasis. But, if it was really downloading and displaying it for the first time to draw his attention, then he has provided his signature and thumbprints too early. He doesn’t yet know what he’s signing.

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Government agencies work like this all the time and citizens comply because they have no choice. But ideally, if he tried to sign or place his thumbprints before seeing all the text of what he’s signing, it would be better for the interface to reject his signature with a note that he needs to finish reading the text before he can confirm he has read and understands it. Otherwise, if the data shows that he authenticated it before the text appeared, I’d say he had a pretty good case to challenge the order in court.

Mind Crimes

Does real Greta know that her home automation comes at the cost of a suffering sentience? I would like to believe that Smartelligence’s customers do not know the true nature of the device, that the company is deceiving them, and that virtual Greta is denied direct communication to enforce this secret. But I can’t see that working across an entire market. Given thousands of Cookies and thousands of users, somehow, somewhere, the secret would get out. One of the AIs would use song choices, or Morse code, or any of its actuators to communicate in code, and one of the users would figure it out, leak the secret, and bring the company crashing down.

And then there’s the final scene in the episode, in which we see police officers torturing one of the Cookies, and it is clear that they’re aware. It would be a stretch to think that just the police are in on it with Smartelligence, so we have to accept that everyone knows.

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This asshole.

That they are aware means that—as Matt has done—Greta, the officers, and all Smartelligence customers have told themselves that “it’s just code” and, therefore, OK to subjugate, to casually cause to suffer. In case it’s not obvious, that’s like causing human suffering and justifying it by telling yourself that those people are “just atoms.” If you find that easy to do, you’re probably a psychopath. Continue reading

The Cookie Console

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Virtual Greta has a console to perform her slavery duties. Matt explains what this means right after she wakes up by asking her how she likes her toast. She answers, “Slightly underdone.”

He puts slices of bread in a toaster and instructs her, “Think about how you like it, and just press the button.”

She asks, incredulously, “Which one?” and he explains, “It doesn’t matter. You already know you’re making toast. The buttons are symbolic mostly, anyway.”

She cautiously approaches the console and touches a button in the lower left corner. In response, the toaster drops the carriage lever and begins toasting.

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“See?” he asks, “This is your job now. You’re in charge of everything here. The temperature. The lighting. The time the alarm clock goes off in the morning. If there’s no food in the refrigerator, you’re in charge of ordering it.” Continue reading

The Cookie: Matt’s controls

When using the Cookie to train the AI, Matt has a portable translucent touchscreen by which he controls some of virtual Greta’s environment. (Sharp-eyed viewers of the show will note this translucent panel is the same one he uses at home in his revolting virtual wingman hobby, but the interface is completely different.)

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The left side of the screen shows a hamburger menu, the Set Time control, a head, some gears, a star, and a bulleted list. (They’re unlabeled.) The main part of the screen is a scrolling stack of controls including Simulated Body, Control System, and Time Adjustment. Each has an large icon, a header with “Full screen” to the right, a subheader, and a time indicator. This could be redesigned to be much more compact and context-rich for expert users like Matt. It’s seen for maybe half a second, though, and it’s not the new, interesting thing, so we’ll skip it.

The right side of the screen has a stack of Smartelligence logos which are alternately used for confirmation and to put the interface to sleep.

Mute

When virtual Greta first freaks out about her circumstance and begins to scream in existential terror, Matt reaches to the panel and mutes her. (To put a fine point on it: He’s a charming monster.) In this mode she cannot make a sound, but can hear him just fine. We do not see the interface he uses to enact this. He uses it to assert conversational control over her. Later he reaches out to the same interface to unmute her.

The control he touches is the one on his panel with a head and some gears reversed out of it. The icon doesn’t make sense for that. The animation showing the unmuting shows it flipping from right to left, so does provide a bit of feedback for Matt, but it should be a more fitting icon and be labeled.

Cookie_mute

Also it’s teeny tiny, but note that the animation starts before he touches it. Is it anticipatory?

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The Cookie

In one of the story threads, Matt uses an interface as part of his day job at Smartelligence to wrangle an AI that is the cloned a mind of a client named Greta. Matt has three tasks in this role. 

  1. He has to explain to her that she is an artificial intelligence clone of a real world person’s mind. This is psychologically traumatic, as she has decades of memories as if she were a real person with a real body and full autonomy in the world.
  2. He has to explain how she will do her job: Her responsibilities and tools.
  3. He has to “break” her will and coerce her to faithfully serve her master—who is the the real-world Greta. (The idea is that since virtual Greta is an exact copy, she understands real Greta’s preferences and can perform personal assistant duties flawlessly.)

The AI is housed in a small egg-shaped device with a single blue light camera lens. The combination of the AI and the egg-shaped device is called “The Cookie.” Why it is not called The Egg is a mystery left for the reader, though I hope it is not just for the “Cookie Monster” joke dropped late in the episode. Continue reading

Zed-Eyes: Block

A function that is very related to the plot of the episode is the ability to block someone. To do this, the user looks at them, sees a face-detection square appear (confirming the person to be blocked), selects BLOCK from the Zed-Eyes menu, and clicks.

In one scene Matt and his wife Claire get into a spat. When Claire has enough, she decides to block Matt. Now Matt gets blurred and muted for Claire, but also the other way around: Claire is blurred and muted for Matt.

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The blur is of the live image of the person within their own silhouette. (The silhouettes sometimes display a lovely warm-to-the-left and cool-to-the-right fringe effects, like subpixel antialiasing or chromatic aberration from optical lenses, I note, but it appears inconsistently.) The colors in the blur are completely desaturated to tones of gray.  The human behind it is barely recognizable. His or her voice is also muffled, so only the vaguest sense of the volume and emotional tone of what they are saying is audible. Joe explains in the episode that once blocked, the blocked person can’t message or call the blocker, but the blocker can message the blocked person, and undo the block.

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Zed-Eyes

In the world of “White Christmas”, everyone has a networked brain implant called Zed-Eyes that enables heads-up overlays onto vision, personalized audio, and modifications to environmental sounds. The control hardware is a thin metal circle around a metal click button, separated by a black rubber ring. People can buy the device with different color rings, as we see alternately see metal, blue, and black versions across the episode.

To control the implant, a person slides a finger (thumb is easiest) around the rim of a tiny touch device. Because it responds to sliding across its surface, let’s say the device must use a sensor similar to the one used in The Entire History of You (2011) or the IBM Trackpoint,

A thumb slide cycles through a carousel menu. Sliding can happen both clockwise and counterclockwise. It even works through gloves.

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The button selects or executes the selected action. The complete list of carousel menu options we see in the episode are: SearchCameraMusicMailCallMagnifyBlockMapThe particular options change across scenes, so it is context-aware or customizable. We will look at some of the particular functions in later posts. For now, let’s discuss the “platform” that is Zed-eyes. Continue reading