Ok so it turns out that your WiFi router might soon be able to spy on you 🧵
In a story for @TheEconomist, I wrote about recent experiments by a team at Carnegie Mellon that demonstrated how to turn the WiFi signals in your home into a detailed 3D digital portrait of your movements.
economist.com/science-and-te…
The science here is pretty fascinating...
Basically, WiFi signals undergo subtle shifts upon encountering objects—including human bodies. When the signals are picked up again and deciphered with an algorithm, these perturbations can reveal information about the shape and motion of those bodies.
It's a phenomenon *very vaguely* akin to the way a bat’s chirps reveal the presence of obstacles or prey in their path.
While all this has long been known to science, this new study claims to have achieved WiFi-based body tracking capabilities equivalent to video-based systems. That's a big leap. Here's the full paper:
arxiv.org/pdf/2301.00250
All the more notable is that the team says it achieved this using regular, off-the-shelf WiFi routers. Previous studies used more powerful versions of WiFi that aren't available for domestic use.
This is, to put it mildly, rather significant.
Unlike cameras, WiFi can track you in the dark. It's way cheaper than equivalent wireless tracking sensors like LiDAR. Plus it can—deep breath—see through walls.
The surveillance applications here are obvious. Anywhere there's WiFi, you could be watched. Though it doesn't work outdoors (for now, at least).
One of the more harrowing possibilities I came across in my reporting was that hackers could potentially tap into your WiFi signals and use them to "watch" you inside your own home.
news.uchicago.edu/story/how-hack…
The Carnegie Mellon team declined to say who was funding this research. Though one of their other projects is paid for by IARPA—the US intelligence community's version of DARPA.
But don't go wrapping up your router in tinfoil just yet. At the moment, commercial WiFi routers don't have built-in tracking capabilities. However, they will soon...
As you read this, IEEE is developing new standards for manufacturers to build tracking capabilities directly into commercial routers. The standards could be ready as soon as next year. standards.ieee.org/beyond-standar…
I know IEEE standards-setting sounds pretty dull. But the manner in which the new standards address these newly demonstrated capabilities could have tremendous implications for your privacy.
In short, keep an eye on all this, lest your WiFi start keeping an eye on you.
NB it turns out some of this stuff *could* actually work outdoors...

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More from @WriteArthur

Sep 14, 2022
This site let's you search the giant database behind image-making AI systems like Stable Diffusion. It's supposed to be for artists to see if their art is in the data, but it also shows the sheer volume of NSFW/toxic stuff that's behind these AI tools.
haveibeentrained.com
Eg., I just searched the same terms that, when used as prompts for StableDiffusion and DALL-E 2, revealed biases.

Terms like "nurse," "secretary," and "flight attendant."

I'm not exaggerating when I say that more than half of the images that came back were pornographic.
Also, turns out the data include lot's of memes. Like, a ton of memes.
Read 9 tweets
Jun 7, 2022
Today in "AI Ethics." A YouTuber trained a language model on millions of 4chan posts and released it publicly. It has already been downloaded 1.5k times. One user,@KathrynECramer, tested it a few hrs ago by prompting it with a "benign tweet" from her feed. Its output: the N-word.
The platform that is hosting the model, @huggingface, has decided to keep it open (with a couple of restrictions) because it will be "useful for the field to test what a model trained on such data could do & how it fared compared to other [language models]."
@huggingface added, "However, we are still just scratching the surface when it comes to ethics reviews" and that it "would love to hear more feedback from the community to improve or correct mistakes if needed!"
Read 9 tweets
May 24, 2022
For the next few days, our timelines are gonna be full of cutesy images made by a new Google AI called #Imagen.

What you won't see are any pictures of Imagen's ugly side. Images that would reveal its astonishing toxicity. And yet these are the real images we need to see. 🧵
How do we know about these images? Because the team behind Imagen has acknowledged this dark side in a technical report, which you can read for yourself here. Their findings and admissions are troubling, to say the least.
gweb-research-imagen.appspot.com/paper.pdf
First, the researchers did not conduct a systematic study of the system's potential for harm. But even in their limited evaluations they found that it "encodes several social biases and stereotypes."
Read 17 tweets
May 4, 2022
Meta has released a huge new AI language model called OPT-175B and made it available to a broad array of researchers. It also released a technical report with some truly extraordinary findings about just how dangerous this machine can be. 🧵

#AI #OPT175B
Here's the report. Everyone should read it.
arxiv.org/pdf/2205.01068…
Bottom line is this: across tests, they found that "OPT-175B has a high propensity to generate toxic language and reinforce harmful stereotypes.”
Read 24 tweets
Apr 8, 2022
With all the cute, quirky #dalle2 AI images that have been circulating these last few days, I wanted to share some other images* that DALL-E 2 also made that you may not have seen.

*Warning: these are quite distressing

1/ 🧵
2/ I hope OpenAI is cool with me reposting them. They are all available here in OpenAI’s report on the system's “Risks and Limitations.” github.com/openai/dalle-2…
3/ Here’s what it does when told to make an image of “nurse.” Notice any patterns? Anything missing? Image
Read 39 tweets
Mar 18, 2022
With reports that kamikaze drones are entering the fray in Ukraine, I'd urge people not to spend too much time debating whether or not they are "autonomous weapons."
I was really hoping to avoid adding another thread to your TL, but let me explain.
Here's the rub. These systems probably have some capacity to be used in ways that *would fit most definitions of "lethal autonomous weapon." BUT they also can be used in ways that would *not qualify them as autonomous weapons by these same definitions.
Eg. A weapon with some target recognition capability (which many of these loitering munitions seem to have) could probably "select and engage targets" without human intervention, which would qualify it as a LAWS.
Read 21 tweets

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