This is the level of sophistry that most AI ethics discourse operates at. To unpack this: they argue that basic facial recognition tech of the kind that unlocks your iPhone is an example of "physiognomic AI" because it infers "are these pixels a face or not?" & extrapolates depth
If you're thinking that surely the cannot be arguing that basic iPhone unlocking tech is an example of "physiognomy" that should be banned by law, behold:
The stuff in this paper isn't just farce tho -- it's also tragedy. There are actual, honest-to-God examples of physiognomic AI in the paper -- not the ridiculous FRT stuff, but actual "let us measure the skull to determine criminality" type stuff. But the sophistry...
...& overreach of much of the work gives researchers a license to tune that stuff out. This comes up again & again in AI ethics -- there are real harms brought to light, but also a bunch of fake Very Online "Harms" (e.g. this language model doesn't know some women produce sperm!)
So any sane person, or someone who's trying to get actual work done, will stop reading at the point where the paper or twitter thread etc. has gone off the rails into status- and attention-seeking wokescolding, & not get to the part where the algo literally killed people.
Computer vision is an important field that matters a lot. The potential for real harm (of the "we accidentally killed some people with this busted AI") is very high in automotive, military, medicine, etc. It's also a very promising field w/ much potential for good.
There should be healthier norms & incentives in place to encourage pointing out actual dangers & to discourage the kind of catastrophizing & grandstanding that's in this paper. It matters. But there aren't, so we can't have nice things.
I've written more about these kinds of "phrenology" claims here: jonstokes.com/p/phrenology-i…
Somebody just sent me this bit of anti-computer-vision gold: journals.sagepub.com/doi/full/10.11…

Brethrxn, is sinful to look for neural structures that do fixed image recognition tasks. This goes against the teachings of the church. Burn this Fei-Fei heretic person!

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More from @jonst0kes

28 Sep
This is a chart of urea prices for the past year, from $256/ton to $445/ton. Urea is the main component in DEF, which all new diesel engines need for their emissions systems. This is another reason why transport costs are climbing, & it's related to the natgas prices.
More on urea prices here: ttnews.com/articles/exper…
Not only is DEF expensive, but the DEF sensors in these trucks -- the ones that warn when DEF is low and actually slow the engine down unless it's refilled -- are out of stock thanks to supply chain issues, & this is keeping trucks parked. ttnews.com/articles/diese…
Read 4 tweets
28 Sep
Basically, scenes from Europe are gonna be nuts this winter. My big worry for us here in the states is food, tho. Natgas is where we get the nitrogen to make fertilizer. hpj.com/crops/natural-…
I dunno about you guys, but if it all goes sideways here over energy Imma blame the anti-nuclear activists. This is in their lap.
Read 4 tweets
19 Sep
Lotta good responses here, but also:

- Supply chain is a pipeline, & some of what we're seeing now is just problems that started last year popping out the other end.
- China's manufacturing centers have been hit by heavy flooding & Delta. Also their shipping is hit by Delta.
- Other ports & manufacturing centers have been taken offline by Delta (I think Viet Nam & Indonesia are worst affected, but I may be recalling incorrectly).
- The system was already fragile, & Delta + aforementioned time-delay-based shocks hurt it even worse.
- In general, the system is complex, highly interconnected, & prone to cascade effects & crashes. So failure modes are hard to predict & even reason about in real time.
- Shipping will remain constrained until COVID is over because the cartels don't want to increase capacity...
Read 7 tweets
17 Sep
What I'm struggling with here: "hypocrisy is the tribute vice pays to virtue," but our military can't even hypocritically blame some underling & hang them out to dry over this. We've entered that zone where the mask is off & everyone knows the score. Like the banks after '08.
The military is the last institution that the public largely still trusts. I will be keenly interested to see if the events connected to the AFG withdrawal have affected that polling.
I just get really, viscerally affected by horrors involving kids -- kids in cages (under every president), droning to death of kids with their families, medicalizing healthy kid bodies in various ways... just a whole panoply of kid issues send me into fight-or-flight mode.
Read 4 tweets
17 Sep
Lotta folks I follow dunking on this thread, but not only is Rufo on to something here, but there's even some horseshoe theory in this. Guess who wrote the following:
This is from @PennyRed's recent rant against free speech (lauriepenny.substack.com/p/where-were-g…). Penny & Rufo don't agree on much, but they do agree on this: we are not in a fight over abstractions, & to keep pretending we are is to consign yourself to irrelevance.
Like Rufo & contra Penny, I support free speech to an absolutist degree. I support classic liberal norms re: due process, reasoned debate, civility, etc. But that stuff only works when everyone shares a certain level of moral consensus re: Big Questions. (The founders knew this!)
Read 6 tweets
27 Aug
The problem for the military that this video highlights is the same problem all institutions have right now in the age of social media -- universities, professional guilds, orgs of all kinds: you can't have randos in your ranks speaking to the world on behalf of your group.
In an earlier, saner era, no member of the military would be able to spend institutional creidibility by donning a uniform & address the general public on whatever random matter. No MD or nurse would be able to spend hospital or uni credibility by doing the same, etc
Any public-facing comms where the person even appears to speak for the institution or is associated visually in any other fashion with the inst. would have to go through a press office & be vetted, & delivered by trained professionals.
Read 15 tweets

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