257 karma · joined May 4, 2016
What likely resonates is AI really does feel like a science experiment. There is clearly real value here. The problem is that the economic value has yet to catch up with the technological value. And yet the claims coming from AI companies have the unmistakable energy of a state-fair entrepreneur standing beside a suspicious knife yelling, “You have never seen anything like this before, it slices it dices...!”
I think Ed goes too far when he compares LLMs to garbage. He’s tried them, had a handful of bad experiences, and apparently decided the entire technology belongs in the round file. But much of what humans do is essentially trial and error with better PR: apply some logic, see what happens, adjust, try again, and continue until you eventually solve the problem.
If you can get an LLM to reliably do that, you can solve certain classes of problems dramatically faster.
All of the tooling, and processes, documentation, and code modularization that it takes us mortals to build complex things - this guy likely does in his sleep without it, until there's a problem he'll face where he can't anymore. He hasn't learned the curse of the gifted. You might have met this guy in high school - didn't need to study for his tests, aced most of his classes, then he specialized in college and ran into trouble because he never bothered to build such rigor into what he set out to achieve, it came naturally - and the longer that problem occurs the harder it becomes to learn the kinds of things that us mere mortals require.
My advice, if you can't manage him in house, manage him out
We still break problems down when solving problems that can apply machine learning. There's no single "drive the car" neural net, rather the task of driving a car has been broken down into subcomponents, sign detection, pedestrian detection/object in front of the car detection - and then there's logic that encapsulates these classifiers using them as inputs to determine how best to steer and power the cars drive wheels.
Its a bit far fetched to believe programming has fundamentally changed, at least not yet
https://www.tesla.com/videos/autopilot-self-driving-hardware...
If you use this to market your car without any caveats, don't be dismissal of some people who might read into that your car is capable of self-driving, when in reality its clearly absent of anything of the sort.
Its foolish to oversell thru marketing the capabilities of AP, as it's fairly easy to conflate reliability with observed behavior.
As long as the system mimics enough of the capabilities of full autonomy and it's oversold as such customers will underestimate the risks and become victims of an unfinished product
My concern is that it looks like Tesla is 90% of the way there to full autonomy and the way the feature is marketing will lull even engineers who know more about how these systems work into a false sense of security and end up dying as a result -- they'll trust a system that shouldn't be trusted. There isn't a good system for detecting a lack of focus especially when it won't take more than a few milliseconds to go from good to tragic.
Some number of people, N are willing to risk their lives to use autonomous vehicles they'll die as a result. It should be just as clear to person using autopilot the risks involved not misled with marketing fluff that doesn't come close to reality. Martyrs not victims
Is the life taken by auto pilot worth less than the life taken by the aggressive driver who takes out an innocent driver? No.
I hope we eventually save lives as in net improvement in current death totals by using these technologies but the risks are not well communicated, the marketing is entirely out of sync with the risks and the "martyrs" we create thus to me look like victims.
The human toll is irrelevant to the conversation, what's relevant is whether risks taken are being taken knowingly - you cannot market a self driving vehicle whose functionality "is 2x better than any human being" while simultaneously stating in your legal language to protect yourself: don't take your hands off the wheel - that's bs.
"The system is designed to be able to conduct short and long distance trips with no action required by the person in the driver’s seat."
The result of this statement and the functionality that matches it is it creates a re-enforced false sense of security.
Does it matter whether the driver of the model X whose auto pilot drove straight into a center divider had his hands on the wheel if the outcome of applying autopilot is drivers focus less on the road? What is the point of two drivers one machine one human? You cannot compare car auto pilot to airplane they're not even in the same league. How often does a center divider just pop up at 20k ft?
Usually machinery either augments human capabilities by enhancing them, or entirely replaces them. This union caused by both driver and car piloting the vehicle has no point especially when it's imperfect.
I'm not opposed to Tesla's sale of such functionality, sell whatever you want, but I am opposed to the marketing material selling this in a way that contradicts the legal language required to protect Tesla...
There's risks in everything you do, but don't market a car as having the hardware to do 2x your customers driving capability and then have your legal material say: * btw don't take your hands off the steering wheel... especially when there's a several minute video showing exactly that.
Tesla customers must have the ability to make informed choices in the risks they take.
Functionality that can _most_ of the time drive itself without human intervention and occasionally drives itself into a divider on the highway seems like a callous disregard for human life & how such functionality will be used.
Sure, everything is avoidable, if there's some expectation it needs to be avoided.
The whole point of autopilot is to avoid focusing on the road all of the time. So setting up circumstances under which humans perceive the functionality (autopilot) behaving as expected most of the time, then its highly likely they'll treat it as such & will succumb to a false sense of security.
My point: when a feature is life threatening your marketing fluff shouldn't deviate significantly from your legal language.
Exercise is about priorities and it's far easier to not do it and create excuses than it is to find the time.
Eating right however in the usa is perverse it's costs more to eat healthy and it's worse if you travel for work.
http://freakonomics.com/podcast/bad-medicine-part-3-death-di...
They might as well be running their business on a cluster of tomcat servers sitting atop sqlite.
Hopefully they don't recover from this - they should not have the data they posses if they cannot mitigate risk.