OOD data is really hard to deal with FWIW. But personally I don't feel confident that adding more matrix multiplies won't generalize in a way such that OOD isn't of major concern.
It’s not the big mistake at the end that stands out to me but the sheer volume of mistakes it makes along the way. Edging forward at an intersection when there’s a red light for example.
I don’t doubt that self driving tech will improve and be a safer alternative to a human driver eventually. It doesn’t seem like we’re there yet though.
The moment Telsa set expectations by proclaiming it as autopilot, they took the corresponding responsiblity to make sure it did not generate any scenarios which were unsafe. The moment they implemented features that allowed the attention of drivers to drift more than standard driving, they also took responsibility to make sure that the drifting attention of drivers did not place the system in an unsafe state.
This same issue applies to touch-screen interfaces in modern cars. Drivers could always stare down at their radio when there were tactile knobs and dials, but touch-screen interfaces now expect that because they've eliminated tactile feedback. Telling drivers 'just don't look down' misses the point, because it's the responisbility of the car manufacturer to not create a system where that added safety risk is not controlled appropriately.
It’s not about whether they should have clarified the scope, the scope did include a completely automatic driving. It just that they failed to deliver(tbf no one truly made it).
https://www.tesla.com/VehicleSafetyReport
Many, if not all publicized "Autopilot suspected" Tesla crashes were later found to happen because driver accelerated too fast, forgot that break pedal exists and lost control.
That is less possible with Autopilot, as it can't go faster than 90 mph
But also far less likely to happen anytime soon. A bigger danger is when someone thinks a machine is sentient or "semi-conscious" (whatever that means) and naively uses it to do tasks it shouldn't.
Again, an improperly aligned AGI could kill the entire human race. I'm not sure what harm incorrectly believing a machine is sentient might do, but I don't think it would be as bad as human extinction or enslavement which are both real possibilities with AGI.
Lots of humans are "improperly" aligned GI. Rouge humans like Hitler or Kim Jong Un haven't been very successful.
Sure. But since I am an AI research I'd imagine I'd have a good leg up on the average person. I'm at least aware of the gullibility gap. Lots of people think it is closer than it is because they see things doing tasks that only humans can do but really your pets are smarter than these machines.
If I were an AGI robot I would be scared of getting swatted for lols.
Are ML driven robots in factories killing people or Something? Because I haven’t heard of anything else.
The only other modern AI ethics stuff I hear about is making image generators more politically correct and maybe some criminal sentencing algorithms that are being misused (which isn’t really an AI ethics problem but a judicial procedural one).
Plenty of stories if you just Google a bit.
I’m still waiting for those GPT-3 and deep fake horror stories we were warned about to come to reality.
Maybe ML needs more script kiddy frameworks like KaliOS for these tools before the justifications to slow down R&D will finally be justified?
I'm a bit confused. There's plenty of propaganda written by ML. Here's some deep fakes with respect to Ukraine[0][1]. Manufacturing robots kill people all the time[2][3]. They are weaponizing ML. Like specifically GPT-3? Probably not but people do use these to write tweets and short form things.
[0] https://news.northeastern.edu/2022/04/01/deepfakes-fake-news...
[1] https://www.npr.org/2022/03/16/1087062648/deepfake-video-zel...
[2] https://www.theguardian.com/world/2015/jul/02/robot-kills-wo...
[3] https://www.techrepublic.com/article/robot-kills-worker-on-a...
Your techrepublic article discredits your statement:
> While any death is a tragedy, it also must be put into perspective. Humans and robots have been working together in the manufacturing industry for decades with few grievous problems. According to a 2014 New York Times report, citing OSHA, at the time robots had been responsible for 33 workplace deaths over the past 30 years. According to the National Association of Manufacturing, there are 12.3 million manufacturing workers in the US, who account for roughly 9% of the country’s workforce.
All the videos on the YouTubes I’ve seen show industrial robots with crazy amounts of safety equipment where you can’t get close enough to it while it’s running for someone to get hurt.
I have seen people experimenting with robot arms next to their CNC machine where it could easily take off someone’s head if you piss it off but these are small shops where they expect the operator to keep on the robot’s good side, no inappropriate sexual comments and biology shaming.
Building experimental robotics on a production floor with workers walking around sounds like a normal safety issue not an AI one.
After a while he figured out that his code was used to target missiles on people using cell phones in Iraq.
This means we are going to have the equivalent of GC in robots that interact with other humans.
But the kid is some kind of local chess champion, I can't fully fault the decision to have him play with the experimental chess robot. Is it more dangerous than a lawn mower or a blender or any other machine that 9 year olds might begin to operate?
Relying on a human is the last option, not the default, when it comes to safety. Human adaptability is not a licence to hand-wave away design responsibility. The most glaring example is Tesla, who is unforgivably guilty of this.
This is bog-standard competent engineering in almost all domains of engineering. It is the table stakes-level expectation of a reasonable approach to safety. I'd literally end up in jail if something went wrong and I had been found to not consider these factors.
Software- and computer-related domains of engineering are a conspicuous outlier when it comes to this philosophy.
whats with this attitude?
This wasn't just, "whoops", this was fairly gross negligence.
The kind of person to learn from their mistakes through honest self reflection (and hence would voluntarily resign) is probably the kind of person you might want to keep around, or at least not decide to make a public example of.
Although I do agree with you about having an e-stop.
"OMG did you just use the 'think of the children' fallacy??? Invalid!"
If a machine is 20x faster than human labor, and making it safe knocks off 10%, that's fine. And it'll leave you with better employees over time. It's only a problem if you're in a race to the bottom that doesn't care about worker safety.
Technological progress is not necessarily good for the species, although it can be (c.f. the advent of new agriculture methods creating more food post WW2).
I know this is controversial to some, such as userbinator, who believe that industrial robotics without safeguards are just fine to mix with children.
Usually there need to be either a physical barrier like a cage or a virtual one like a laser waterfall that detects foreign objects in the robots perimeter and emergency stops it.
These rules were disregarded here.
I used to work in a company were such machines were developed and even a very experienced engineer, working on a prototype, was once hit by it (no serious injuries and safety was improved afterwards) because they can move very fast and in unexpected ways.
These days there are better solutions available (so called cobots) which are designed to be work together in very close proximity with humans whiteout physical separation. They feature very sensitive force sensors and are severely restricted in the way the are allowed to move.
So yes "think of the humans/children" does apply here. This is a solved problems and the operators decided to disregard established procedures and went instead for "flashy and cheap" (cobots are more expensive and slow as molasses)
What do you mean? There's no reasonable time where you and your opponent are touching the pieces at the same time. Nor is there a reasonable time where you reach for the same piece.
A robotic arm like this not a toy, is a deadly machine with a lot of force and a lot of mass. If you were standing next to it for some reason it could unexpectedly swing around and break your neck in an instant. Engineers should be careful to design such systems with failsafes that account for any action the operator might take.
Kid should have known better than to open with the classic, "break my finger" opening from the regulation standard rules.
Industrial robotics are incredibly dangerous. They operate without concern for anything in their path. Robotic arms like this can be lethal, and the idea that the robot wouldn't ever do anything unusual is, quite frankly, laughable naive.
Children are literally wired for physical experimentation and echopraxia.
Kids also want to be seen as helping. If this robot put a piece down poorly, the kid might be trying to straighten up after it.
All of which are eminently reasonable for a kid who has no concept of operating around dangerous machinery.