Artificial intelligence still has some way to go

KM, smart celebrities can be wrong, and, yes, you are fallaciously appealing to authority by siding with them because they're smart celebrities.

If a program can teach itself something useful and novel in the vein of a superintelligent being, I think it will be doing it through feedback loops analogous to ours that require sensory input and actual experiences. How else will a superintelligent being develop semantic awareness without those things? And how will superintelligent beings develop exponentially if they're living experiential lives more or less like us?

http://www.bls.gov/emp/ep_table_201.htm

transportation and warehousing - 3%

I buried the lede on that page that was generating programs in brainfuck -- in the second part, the algorithm ends up generating programs that can add, subtract, and reverse strings -- all without having any idea what those operations are

given input and desired outcomes, it figured out subtraction

I completely buy that autonomous weapons are likely to be deployed within the next two decades! I totally buy that. I am also 100% confident that they will have multiple disastrous flaws that make them not at all an existential threat, and unlikely to be much of a threat at all to any sufficiently prepared and equipped target.

I'm far, far more concerned about the threat of pervasive semi-autonomous civilian "intelligence" that just happens to be readily exploited and abused by any half-curious IT dropout. Part of that is because it's my job but the other part of it is because it's my job I get to be intimately aware of how atrocious and shoddy all this shit is. Move fast and break things, indeed.

google has virtually no semantic understanding

― bamcquern, Wednesday, January 27, 2016 4:36 PM (1 hour ago

Absolutely! And this has been reinforced by ilx ... so many missed posts due to bad timing due to irrelevant Google Image Search results.

An AI that learns through experiences but that happens to live on the infrastructure that our current IT ecosystem lives on - i.e. we don't in the meantime develop all-new kinds of memory and transistors and operating systems and trust networks that are basically nothing at all like what we have now - is going to be like an earthworm that becomes a baby that then becomes an army of pubescent Von Neumanns that all die instantly as soon as Mozilla decides their CA is no good

idk man every workplace has those proxies that install trusted root certs that let them crack open and spy on https sessions

Xps The say-hello program inadvertently and unwittingly "learns" to subtract, etc, but that seems inevitable and almost necessary. It's never going to write a program that doesn't produce hello, reddit, etc, and even if it was heavily repurposed to write a smaller or more efficient hello-program-writing program, it would never write anything that wasn't a hello-program-writer writer. The almost infinitely more sophisticated goal of a program forever writing improved and more "intelligent" iterations of itself is a goal that probably shares very few or none of the same solutions as Mr. Hello.

I think the point is it can subtract any two numbers fed to it after it was fed only one combination, meaning it's learned an algorithm, not an if statement

one big takeaway from this thread is that people were REALLY into talking to jabberwacky 10 years ago

i prefer a certain mysterious panda

https://public.tableau.com/profile/mckinsey.analytics#!/vizhome/AutomationandUSjobs/Technicalpotentialforautomation

bamcquern otm, strong ai is nothing without semantic understanding and that's as far away as ever. although as i basically think that such a thing is magic, i have to grant that it's not impossible that if we throw enough money and transistors and what have you at the problem, it will magically appear out of nowhere. if that does happen we'll almost certainly still be in the dark about what happened, how it happened, and whether it even did happen.

When I stumble on a conversation bout AI and intelligence I often think of this post I read like two years ago:

"Personally, I predict that if we do succeed in inventing autonomous, free-thinking, self-aware, hyper-intelligent beings, they will do the really smart thing, and reprogram themselves to be Mountain Dew-guzzling Dungeons & Dragons-playing slackers. Or maybe fashion-obsessed 17-year-old Vancouver skater kids. Or the main character from the movie Amelie. Or something like this: "

http://noahpinionblog.blogspot.com/2014/02/the-slackularity.html

will they write blogs to justify a lame pun as well?

haha

KM, smart celebrities can be wrong, and, yes, you are fallaciously appealing to authority by siding with them because they're smart celebrities.

this really can't be stated enough, and tbf I have particular issues with appealing to idiots like Musk as any bellwether of anything (not that impressed w Hawking either tbh, esp when it comes to things outside of his area of expertise)

i'm not captain save a musk but that guy seems smarter than you tbh

i mean didn't he build spaceship or something

"idiots like Musk" c'mon.

Also, this is interesting:
http://www.independent.co.uk/news/science/why-evolution-may-be-smarter-than-we-thought-a6839186.html

i mentioned gates/hawking/woz/musk because they're more well known, but the letter they signed concerning autonomous weapons was also signed by hundreds of leading AI researchers.

i guess i don't fight back often enough (here or IRL), and i often shoot myself in the foot by talking shit on myself before others can, but to reduce the warnings of a bunch of leading researchers in the field as "smart celebrities" is kind of baloney

there's no way to prove that they're right or wrong - it's speculation about danger many decades away. it's pointless. so i'm not exactly tying my ego to the outcome of what a bunch of people think about this. but i do get incredibly annoyed by people who feign certainty about something that it is impossible to be certain about

Musk does some good stuff (I am all for SpaceX) but then also comes up with and says a lot of dumb shit (Hyperloop) so yeah I don't have a ton of respect for him

Autonomous weapons are scary! I think everyone agrees with that. Superintelligences turning the world into a massive typewriter (or w/e the example is) is maybe less of an imminent danger.

not everyone

Autonomous Weapons

I'm no celebrity, but I'm pretty convinced that some deep, powerful AI is around the corner. A lot of money is being poured into this right now, and not just into brute-force type stuff (which, at its best, might be good enough to be mistaken for AI, but does seem, intuitively, to lack consciousness), but also into systems that model neural networks and more opaque systems (evolving FPGA systems, memristor-based circuits, massively-parallel machine-learning things) that, to me, seem likely to actually generate something more generally intelligent or even conscious..

Dismissing Google's search algorithm seems a bit hasty, considering how powerful it is. No, I wouldn't ever call it conscious, but (I think) it is definitely intelligent.

in a large way navigating social media has made The Turing Test into an everyday banality

Google's search algorithm is so smart that it allows people to follow links to sites infested with malicious code literally all the time.
All the big technology companies in the world fight an endless battle against common criminals on a daily basis and haven't come up with a way to clear the web of malware being delivered via their own advertising networks. Do you understand why I don't have any confidence that any kind of impressive, stable AI is "around the corner?"

idk you're assuming google really cares whether you get malware

might be a selling point for their users

but I wouldn't know since I don't use Google lol

So now the bar is "smarter than teams of malware developers?"

I'm just saying that it's hard for me not to be impressed when I type in a couple of words, and within 8ms Google returns the page/video/news article I was looking for.

Okay, so you're a rocket scientist
That don't impress me, Musk
So you got the brain but have you got the touch
Don't get me wrong, yeah I think SpaceX's alright
But that won't keep me warm in the middle of the night
That don't impress me, Musk

lol

otm

i'm going to read this thread properly because i strongly suspect you are all wrong

but andrew ng's 'worrying about evil AI is like worrying about overpopulation on mars' is i think i useful way of thinking about how productive this debate is right now

(although i heard that at NIPS last month he changed this to 'worrying about overpopulation on alpha centauri')

glad to see the string theory experts posting here

i openly will attest to being wrong

ng otm

string.h theory experts

http://www.defenseone.com/technology/2016/01/refugee-or-terrorist-ibm-thinks-its-software-has-answer/125484/

Borene was careful to indicate that the hypothetical score was not an absolute indicator of guilt or innocence. “It’s like a credit score."

http://cs.jhu.edu/~jason/tutorials/ml-simplex.png

yep m/l

caek who do you work for that you write reports on probabilistic programming etc (if you can say)

Can't say but it's fun. Cnns, rnns, prob programming, all that good stuff.

Trump campaign then?

ha no that's this genius actually https://twitter.com/witolddc

http://www.fastcompany.com/3055702/data-pros-doubt-trumps-ground-game-in-iowa-will-succeed-if-cult-of-personality-fails

Yoshua Bengio talking sense:

The thing I’m more worried about, in a foreseeable future, is not computers taking over the world. I’m more worried about misuse of AI. Things like bad military uses, manipulating people through really smart advertising; also, the social impact, like many people losing their jobs. Society needs to get together and come up with a collective response, and not leave it to the law of the jungle to sort things out.

http://www.technologyreview.com/qa/546301/will-machines-eliminate-us/

yup.

i tell anyone who will listen to read section A of this article http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2477899

this is so much more than killer robots, and it's happening right now

no way