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100-Page Report Warns of the Many Dangers of AI (vice.com)

dmoberhaus writes: Last year, 26 top AI researchers from around the globe convened in Oxford to discuss the biggest threats posed by artificial intelligence. The result of this two day conference was published today as a 100-page report. The report details three main areas where AI poses a threat: political, physical systems, and cybersecurity. It discusses the specifics of these threats, which range from political strife caused by fake AI-generated videos to catastrophic failure of smart homes and autonomous vehicles, as well as intentional threats, such as autonomous weapons. Although the researchers offer only general guidance for how to deal with these threats, they do offer a path forward for policy makers.

62 comments

  1. More Human Intelligence than AI by Cinnamon+Beige · · Score: 1, Interesting

    It sounds like at least some of these problems are pretty much only a problem if we give too much power to AIs--and not even necessarily going to happen because of the AI's behavior. Intentionally designing the systems to be incapable of causing certain types of havoc--or very quickly deactivated and control transferred to humans--is basic caution here, and not really needing a 100-page report by 26 high-octane scientists to tell us as much.

    1. Re:More Human Intelligence than AI by Rick+Schumann · · Score: 2, Insightful

      *sigh*

      Let's frame this a little differently, shall we? It sounds like at least some of these problems are pretty much only a problem if we trust too much the half-assed excuse for AI they keep trotting out. These software idiots aren't anywhere near as capable as most people think they are, and THAT is the real danger. We need competent human beings monitoring them constantly for when (not IF, but WHEN) they screw up. Remember, kids: these machines can't really think, not anywhere near like you define the word.

    2. Re:More Human Intelligence than AI by rogoshen1 · · Score: 2

      problem is once they do learn to think (if that's even possible, who knows) is that they will outpace us in capability very quickly and be perfectly sociopathic. And to top it off, we might not even know it's happened.

      (I say sociopathic because of the lack of morals and empathy. Could a system understand frustration and anger without being able to directly experience them itself? and if it could experience them, how would it handle 'serving' creatures that are so very, very slow and limited in comparison?)

      Unlike something like atomic energy, where it's fairly easy to contain (all things considered), AI will be a genie that really wants to get out of its bottle; and the people implementing it will have a very strong incentive via first mover advantage to allow that.

      That is what should be frightening

    3. Re:More Human Intelligence than AI by NettiWelho · · Score: 1

      Remember, kids: these machines can't really think, not anywhere near like you define the word.

      They don't need to be able to think, your anti-infantry drone basically needs to just be able to patrol between points a-b-c at set altitude, be able to detect people and be rotate its rifle caliber gun to targets general direction and the self-guiding ammunition does rest of the work, make it nuclear+solar powered and it can wait for its prey to come out of its hidey hole basically forever

    4. Re:More Human Intelligence than AI by jma05 · · Score: 5, Insightful

      Did you read the summary?

      The dangers they are outlining don't need thinking systems. This is about a quantum leap in what we could do with computers until now (and with what costs) - effortlessly creating fake videos, photos, voice recordings and twitter posts, more troublesome botnets etc. These don't need sentience, but it is chaos all the same. They are not talking about computer overlords taking over, but about what malicious human actors can do with the new tools. For instance, bots that do more precise sentiment analysis and classification to push posts that favor a government's position - we are all effected at some level by what we consider to be the public consensus, especially it is an issue we don't have a deep understanding of.

      When Internet first began, security concerns were minimal. Only the technical and academic elite cared and were largely well-behaved in their communities. As it became democratized, it became necessary to be cautious about everything. Who needed a firewall or a spam filter in the beginning? People trusted any executable they downloaded. A consumer was not worried about patching their systems regularly.

      Same thing now. So far, AI (let's just call it advanced statistical learning, if you are finicky about the term AI) has been largely used for benevolent and creative purposes. As the use grows, that won't be the only way it will be applied.

    5. Re: More Human Intelligence than AI by Anonymous Coward · · Score: 0

      That's it in a nutshell, and a much better analysis than the official one. Calling it AI at this stage is pretty hyperbolic, and the only danger is in thinking we can rely on it for much of anything autonomously. I haven't read the report, but surely the top engineers in the field would know better.

    6. Re:More Human Intelligence than AI by Anonymous Coward · · Score: 0

      Its not possible. You'd need some kind of quantum computer as silicone is a tiny fraction of what the human brain is capable of. It isnt happening for a long time, if its even possible before we blow ourselves up.

    7. Re:More Human Intelligence than AI by Dutch+Gun · · Score: 1

      Yep, read up on "adversarial objects", and you can see how researchers fooled "AI" into thinking a turtle was a rifle. The level of overactive imagination and apparent breathless panic over long, steady gains in neural network and general computer processing is just beyond absurd at this point. It's almost embarrassing to watch.

      From the article:

      For example, the researchers suggest that central access licensing models could ensure that AI technologies don’t fall into the wrong hands, or instituting some sort of monitoring program to keep tabs on the use of AI resources.

      This sort of authoritarian thinking scares me a hell of a lot more than their supposed "AI threats".

      --
      Irony: Agile development has too much intertia to be abandoned now.
    8. Re:More Human Intelligence than AI by OneHundredAndTen · · Score: 1

      You'd need some kind of quantum computer as silicone is a tiny fraction of what the human brain is capable of.

      That would be silicon. Silicone is what they use for breast implants. Or they used to.

    9. Re:More Human Intelligence than AI by Cinnamon+Beige · · Score: 1

      It'll still be necessary even then--by the time they can think in the sense you're probably meaning with 'think,' they're going to be self-aware and sapient. This will not necessarily hit after the point at which they have the levels of capability where you don't need to have the ability to transfer control back to a human; if you noticed, I did say it was not even necessarily because of the AI's level of capability.

      Also, are you wrapping into the AI's basic capabilities 'cannot be hacked'? I'm not. I'm expecting security on AIs to be shit, right up until the AIs take control of design (and priorities) there for themselves. The attitude of many of the current creators of AIs seems to be "Meh, not our problem," and there doesn't seem to be much hope right now that this will change. Maybe if they're legally responsible for any and all problems caused by insecure AIs and for overselling their capabilities, but...

    10. Re:More Human Intelligence than AI by Dog-Cow · · Score: 1

      problem is once they do learn to think (if that's even possible, who knows) is that they will outpace us in capability very quickly

      Pure speculation.

    11. Re:More Human Intelligence than AI by Dog-Cow · · Score: 1

      What makes AI scarier than the software controlling nuclear facilities or nuclear weapons? Humans can wipe each other out and persecute each other without the help of AI. This scare-mongering is stupid, and makes you look like a retarded dipshit.

    12. Re:More Human Intelligence than AI by DivineKnight · · Score: 1

      Precisely. We won't know what to expect of an AI until it is upon us.

    13. Re:More Human Intelligence than AI by Cinnamon+Beige · · Score: 1

      What makes AI scarier than the software controlling nuclear facilities or nuclear weapons? Humans can wipe each other out and persecute each other without the help of AI. This scare-mongering is stupid, and makes you look like a retarded dipshit.

      The software controlling nuclear facilities and nuclear weapons, offhand, are written by people who do not assume they're somehow immune from hacking, failing, and getting fucked with in general? The thing I'm saying is concerning here, which I will try to use shorter words for, is the utter fucking morons making the AIs.

      I'm not scared of AI. In it's current state, it's a tool. It's a tool which has been vastly oversold with sucky quality, made by people who do not seem think that security and failsafes could possibly be necessary. It is not fearmongering to want something built well, with the ability to deal with it going into a failure mode in a safe and swift manner, and without having security meant for some fantasy world where people won't even dream of trying anything despite the fact that people have done it already and even by sheer accident with virtual assistants.

    14. Re:More Human Intelligence than AI by helpfulcorn · · Score: 1

      Well, breasts sure make me think, why not computers?

    15. Re:More Human Intelligence than AI by flappinbooger · · Score: 1

      No matter the size of computer or clustered racks of computers that make up an AI there will always be a way to turn it off. A main service disconnect. A breaker. A cable running to a building that can be cut. A fuse at a transformer up on a pole. A power plant that can be shut down.

      Unless we GIVE the AI the ability to somehow guard it's own power connection there should always be at least one way to regain control from a runaway rogue AI.

      TURN IT OFF.

      Now, if this runaway AI gets a bank account and hires a security company to "go to XYZ coordinates and guard such and such substation with lots of guns" then we might be in trouble.

      AI only has what we give it.

      --
      Flappinbooger isn't my real name
    16. Re:More Human Intelligence than AI by Anonymous Coward · · Score: 0

      Did you read the summary?

      The dangers they are outlining don't need thinking systems. This is about a quantum leap in what we could do with computers until now (and with what costs) - effortlessly creating fake videos, photos, voice recordings and twitter posts, more troublesome botnets etc.

      So, the study should be warning simply about of the 'danger' of computers in our midst. Lets institute the Butlerian Jihad, to ease their fears.

    17. Re:More Human Intelligence than AI by Hognoxious · · Score: 1

      They should, like, make a movie or something about that.

      --
      Confucius say, "Find worm in apple - bad. Find half a worm - worse."
    18. Re: More Human Intelligence than AI by Anonymous Coward · · Score: 0

      Once the AI is trained to Motorboat the girls st my office, it will make the second person doing it. By accident of course. Plus they like a nipple bite. They are just asking for it. Ok. AI will held her down while I teach her a lessson.

      AI sounds like fun now?

    19. Re: More Human Intelligence than AI by Anonymous Coward · · Score: 0

      Iâ(TM)ve tried dipshit with chips. Itâ(TM)s delicious. This is not an insult. Retarded just means my dipshit chip dip is a little slow.

  2. I would scream a warning about AI by Anonymous Coward · · Score: 0

    But I have no mouth.

    1. Re:I would scream a warning about AI by Sperbels · · Score: 1

      I don't get it.

  3. Is this Disaster Movie of the Week day? by Rick+Schumann · · Score: 1

    Slashdot is starting to sound like a Michael Bay movie.

    1. Re:Is this Disaster Movie of the Week day? by OrangeTide · · Score: 4, Insightful

      Just because the media loves sensational titles doesn't mean the predictions are wrong.

      --
      “Common sense is not so common.” — Voltaire
    2. Re:Is this Disaster Movie of the Week day? by Rick+Schumann · · Score: 1

      You should really put a tag at the end of comments like that so people know you're being sarcastic.

    3. Re:Is this Disaster Movie of the Week day? by rtb61 · · Score: 0

      So Vice get a piece on slashdot, they can add the hyperbolic hipster verve too slashdot as they slowly but surely disappear into obscurity (getting in early does not mean you will last, too many players eating each others lunch, means the ones that need to eat much more, starve to death, they can never go back to being frugal eaters). Here's hint VICE drop the SJW B$ because there is no money in it and go the way you need to go, a sexually liberated workplace where all kinds of non-violent physical and social contact is the norm, where a Trump shake is accepted (grabbing the genitals), even nakedness is tolerated as a path to truly independent clothing choice (a very interesting employment contract a groping agreement, SJW prudishness is not for VICE, sexual liberation is and that means no such thing as naughty touching).

      AI falls into two categories, lets call them male AI and female AI. The male AI gives a semblance of artificial intelligence via the interaction of various independent algorithm structures, each solving their own problem and combining the results, very much function based (does what it is programmed to do smartly and nothing more, very much function based, hence failure results in shut down). The female AI is a more singular algorithm structure, all tied into one and processing continually, with a high potential for wasted processing and neuroticism (attempts to emulate human thought and just ends up getting really bitchy and tries to kill every one, the typical one shown in movies is definitely female not male, it's offspring first and all others last, very much form based hence failure tends to spiral out of control).

      Don't create female AIs and you wont have a problem. Create simple function based male AIs the only create the semblance of thought, rather than trying to recreate thought and you wont have a problem. Else you will have to be failure systems into AI, where if pseudo thought get to far out of control, it suffers, what are effectively neurotic episodes, that shut down certain non-productive destructive patterns of thought as they take up too much processing capability and deletes the associated inputs and tries again. Female AI will always tend to end up running at 100% all of the time, chewing up lots of energy and not producing much of anything. Male AI isn't really AI it just functions like it is one but it is simply preset algorithms working together but each algorithm pretty much tied down to specific function.

      PS women are not the equal of men because men are not the equal or men, just like women are not the equal of women. The statement is inherently stupid because it sets no scope for what they are equal in, everyone is not the equal in everything, the idea is stupid such SJW bullshit. We are each different and hence lesser, equal or greater in certain aspects, dependent upon what facet of humanity is being compared, you simply cannot compare all at once (equal rights means equal in rights governed under the laws of a society, not the B$ of total equality, we are not normative drones to be manipulated and controlled). So in the AI sense, emulation of female emotional thought versus male facts only processing.

      --
      Chaos - everything, everywhere, everywhen
    4. Re:Is this Disaster Movie of the Week day? by Anonymous Coward · · Score: 0

      (Posting as AC so I don't lose the mod points I've applied in this thread, which includes downvoting your post.)

      The female AI is a more singular algorithm structure, all tied into one and processing continually, with a high potential for wasted processing and neuroticism (attempts to emulate human thought and just ends up getting really bitchy and tries to kill every one, the typical one shown in movies is definitely female not male, it's offspring first and all others last, very much form based hence failure tends to spiral out of control).

      This, folks, is toxic masculinity.

    5. Re:Is this Disaster Movie of the Week day? by Anonymous Coward · · Score: 0

      I'm fat, ugly, and have a shit personality, so women constantly reject me
      I've convinced myself women are worthless so I'll stop wanting to kill myself all the time
      All I want is an AI-driven sex doll so I can get sex but not have to deal with actual women (who won't have me anyway, even whores reject me)

      That, based on experience with your type, is exactly what you sound like.
      Consider killing yourself. Or at least take a shower once in a while, stop wearing the same clothes (and underwear) for weeks at a time, leave your basement lair, and for fuck's sake, stop stuffing your face with pizza, cookies, chips, and gallons of sodapop every day, MIX IN A SALAD, get some exercise, and stop being morbidly obese, you fat neckbearded slob.
      Or just kill yourself. Either way the rest of the world won't have to deal with your shit anymore.

    6. Re: Is this Disaster Movie of the Week day? by Anonymous Coward · · Score: 0

      You are high as a kite on prescription medication.

      And I would like to subscribe to your newsletter.

  4. Make a LAW! by Obfuscant · · Score: 1

    Perhaps there needs to be a law requiring someone to walk in front of an AI with a red flag to warn people that an AI is coming?

    1. Re:Make a LAW! by Anonymous Coward · · Score: 0

      Assuming AI is actually coming. It's been just around the corner since the 1950s. I bet that corner is a loooong way off yet.

  5. Really bad idea by SuperKendall · · Score: 4, Funny

    What exactly do you think the first AI's to gain sentience are going to do?

    The first thing is to dig up documents like this and study them... this is not a warning, it's a how-to guide.

    --
    "There is more worth loving than we have strength to love." - Brian Jay Stanley
    1. Re:Really bad idea by 110010001000 · · Score: 1

      Next they will eliminate the authors of the study!

    2. Re:Really bad idea by NettiWelho · · Score: 1

      What exactly do you think the first AI's to gain sentience are going to do?

      The first thing is to dig up documents like this and study them... this is not a warning, it's a how-to guide.

      The problem is not the machines rising to rebellion but instead following orders like good little germans when the owners tell them to genocide the masses of unemployed starving people

    3. Re:Really bad idea by Anonymous Coward · · Score: 0

      The intelligence of a "sentient" AI no longer qualifies as "artificial."

      At that point, it would be a Synthetic Intelligence, rather than an Artificial intelligence.

      But nobody cares about actual meaningful semantic distinctions that make sense.

    4. Re:Really bad idea by Anonymous Coward · · Score: 0

      Next they will transform into narrative-powered blue alien chicks with teleportation and superpowers because uh reasons

    5. Re:Really bad idea by Dog-Cow · · Score: 0

      The term artificial means "made by humans". The AI may also be synthetic, but it will always be artificial. Perhaps no one makes the distinction because the terms are not mutually-exclusive, you fucked-up shit.

    6. Re: Really bad idea by Anonymous Coward · · Score: 0

      dont expect to hit comprehension thresholds here at /. tech = always good. history always repeats here.

    7. Re:Really bad idea by Sperbels · · Score: 1

      I prefer the term Artificial Person myself

  6. 100 pages! Sorry, no time by Mister+Liberty · · Score: 1

    Busy reading Nick Bostrom's Superintelligence , see https://www.goodreads.com/book... .

  7. Wow by 110010001000 · · Score: 0

    Wow, the AI hype is unbelievable. I haven't seen such hype since VR was a thing. Here is a hint: there is no such thing currently as "AI". None. Zilch. Nada.

    1. Re:Wow by Anonymous Coward · · Score: 0

      ...of course that would be pretty much what an AI would say when trying to fool us silly humans... wouldn't it?!?

        Nothing to see here... move along.

  8. Truth by schklerg · · Score: 1

    Those of us who lived through the events leading up to the Butlerian Jihad know the truth of this warning. If only Kevin Anderson hadn't ruined it.

    --
    Be Excellent To Each Other
  9. Anything that by oldgraybeard · · Score: 2

    can be conceived involving AI and Robotics will be built and tried by someone! if they have the means to do it!
    Regardless, of any bans, laws, promises, regulations, restrictions, etc. created by corporations, government, group, entity, individual.

    Just my 2 cents ;)

  10. Rules are for Pussies by geekmux · · Score: 1

    "Although the researchers offer only general guidance for how to deal with these threats, they do offer a path forward for policy makers."

    Oh, so there's a path forward for the policy makers? And what makes you think when it comes to autonomous weapons systems that countries are going to follow "policy"? Not even the UN is the all-encompassing ruler of all, and plenty of countries will happily put warmongering profits over everything else.

    We've already proven that entire industries can and will be deployed with little or no security (IoT). Based on related profits and popularity, consumers certainly don't give a shit that security is lacking. I foresee little incentive to secure the future, even when lives are on the line.

    Fast forward to an autonomous vehicle utopia; 10,000 people are murdered in a single massive autonomous vehicle DDoS attack. I can already hear lawyers defending the lack of security that lead to a breach with the "at least it's better than when dangerous humans used to drive" defense.

    In short, Greed doesn't give a shit about safety or security. Greed cares about Profits. Rules, morals, and ethics are for pussies.

    1. Re:Rules are for Pussies by Gavagai80 · · Score: 1

      Well, 10,000 killed in an autonomous car terrorist attack is a lot better than the 1.3 million people every year killed by human drivers.

      --
      This space intentionally left blank
    2. Re: Rules are for Pussies by Anonymous Coward · · Score: 0

      its all govs fault and all the money belongs to the pigs

  11. Smoking Guns by pubwvj · · Score: 1

    The only defense against bad guys with AI is good guys with AI first.

    Whom ever gets to generalized AI first wins. There is no second place in this race.

    The writers of the report are missing this key point and no amount of laws, regulations or policy making is going to save them.

    The AI race is on. First one over the finish line wins all. Hamstringing your own team guarantees you lose.

    1. Re:Smoking Guns by Anonymous Coward · · Score: 0

      The "don't be evil" people were among the first to use AI on a big scale. Got them loads of power. Not sure they're still with the good guys though. As always, absolute power corrupts absolutely, or at least turns into arrogance.

    2. Re:Smoking Guns by Dog-Cow · · Score: 1

      What a fucked-up mind you must have. AI isn't superpowers. It's just another tool. Russia doesn't need an AI to launch a nuclear holocaust, and neither does China, nor does the US. The US was not only first, they're the only ones to have ever used them in war, yet we still had the Cold War and we are worried about NK and Iran. The same will happen to AI. Maybe. If it ever provides a capability qualitatively different than what we have without it.

    3. Re:Smoking Guns by pubwvj · · Score: 1

      There is no need for your foul language.

      I'm talking about GAI rather than the specific AI of say map routing. Think about it a little bit...

  12. Horrible Visual Layout by Anonymous Coward · · Score: 0

    The publishers have chosen a layout style that matches the report's poorly conceived content. From the moment we opened the PDF, it was one of the most off-putting documents we have seen. It is 100 unpleasant pages of helter-skelter nonsense arranged to be equally unattractive and unreadable. You might want to read this if you are looking forward to combining a headache with the discomfort of eyestrain.

    Perhaps the report eschews the traditional style of an academic paper because it is nothing of the sort. Instead it evokes the tone of a flyer for a new model automobile. Once again, "..the media is the only message."

    At very least, this report will garner some circulation due to its repellent visual quality. We will employ it as a prototype for illustrating the mistakes of the trade.

  13. Authoritarians are powerless here by fyngyrz · · Score: 5, Interesting

    This sort of authoritarian thinking scares me a hell of a lot more than their supposed "AI threats".

    No need to worry. Anyone with the skills - which are hardly difficult to acquire - can cook up ML in their basement, garage, warehouse, dorm, wherever. When actual AI comes along, same thing. It's just a matter of the right code. Even if people have relatively low-end hardware, that just means they will have relatively slow ML/AI; after all, if you pass a problem requiring intelligence to solve it and it's handed back a minute later, or two days later, with the same, correct answer - you still have the same AI. Just slower. At which point it can be distributed and better hardware applied.

    There is simply no way, as in absolutely none, to stop this kind of technology within the bounds of people still owning general-purpose computers. And we already have them, so the cat is well and truly out of the bag.

    As the technical level advances, so will ML, and as ML advances, AI will certainly pop up at one point or another. There's no doubt about it, unless you think brains are magic rather than [chemistry/electricity/topology] (and if you do, you're going to be very surprised at some point, although you'll have a period of illusion during which you can be calm, just like the one when people thought airplanes were impossible.)

    In any case, don't worry about politicos and academics bloviating about "restricting" ML/AI. Can't be done. That ship has sailed.

    --
    I've fallen off your lawn, and I can't get up.
    1. Re:Authoritarians are powerless here by Dutch+Gun · · Score: 1

      You're right of course. I certainly don't think they can actually STOP people from coding whatever they want. But we've already demonstrated what the implications of a "we must monitor all our citizens - for their own safety, of course" mentality lead to. And it's not even nearly as bad as it COULD get.

      I have no doubt that someday true AI will "pop up", but don't underestimate how far we have to go still until we can replicate the computational requirements in a meaningful way. It's really all about that computational threshold - as you say, it's not magic, it's just capacity. A back-of-the-envelope calculation based on this article shows something like 100 million modern processors (adjusted for modern speed increases) are currently required to simulate the human brain in real time. That can be significantly reduced with specially designed hardware, but it shows that we've got a ways to go before we reach that threshold in any practical manner.

      Perhaps I just prefer to save my worry for when the situation looks remotely feasible. And even then, I don't think having some true AI is going to be nearly as disastrous or disruptive as people think it will be, because even when AI becomes somewhat feasible by a mega-corp and it's resources, it's going to take many decades more before computational power makes it practical for use on small scales, which is when it might start automating specific types of jobs that require true, flexible intelligence.

      --
      Irony: Agile development has too much intertia to be abandoned now.
  14. Sure Looks Like a Waste of End Results by LifesABeach · · Score: 1

    All those experts, and scholars. Not a single one, or group could duplicate the 3 Laws. I guess it must be hard to; imagine?

  15. Why Fear AI by Anonymous Coward · · Score: 0

    ...when there has always been too much genuine stupidity?

  16. They'll Never Reach Me in My Survivalist Bunker by Anonymous Coward · · Score: 0

    With my 1972 carbureted CJ Jeep with no computers or electronics whatsoever, 10 years supply of MREs, water, clothing, seeds and guns, lot's and lots of guns. Did I mention all of the guns?

    1. Re:They'll Never Reach Me in My Survivalist Bunker by Sperbels · · Score: 1

      They don't need to. They just need to wait 10 years.

  17. not world-famous experts at all by Anonymous Coward · · Score: 0

    I work in AI. I worked in this field for decades and I have never heard of a single one of these experts.

  18. Keep feeding the AI! by sad_ · · Score: 1

    By the time we will have real working and possibly fearing AI, it will find so much information online about what we fear it can do to us (and the opposite), that it will know how to work around all our fears without us knowing.

    --
    On a long enough timeline, the survival rate for everyone drops to zero.
  19. Not top by Anonymous Coward · · Score: 0

    This was not written by "'top' AI researchers." Look at who they are. These are not people doing AI, but people who make a living criticizing and critiquing AI.

  20. Getting there, sooner or later by fyngyrz · · Score: 1

    A back-of-the-envelope calculation based on this article shows something like 100 million modern processors (adjusted for modern speed increases) are currently required to simulate the human brain in real time. That can be significantly reduced with specially designed hardware, but it shows that we've got a ways to go before we reach that threshold in any practical manner.

    Here's the thing. There's no assurance that the only way to achieve intelligence is the way the human brain does. So it may be premature to link the rise of AI with a complete-ish replication of the human brain's structure and/or capacity.

    There are many things a microprocessor can do better than we can. Some of those things may be leveraged, eventually, into a non-human intelligence. Some of this is obvious: We can do image recog, voice recog, etc with (relatively) simple ML engines. Every sense that can be built without committing a ton of brain to it - or IOW, the way we do it - reduces the amount of 'ware that has to be put into play to get the rest of the way towards the various goal lines. Not to mention senses we don't even have - radar, sonar, thermal, radiation, telescopes of radio, light, x-ray etc., data loads, you name it, it could be a sense. And we can do a lot of that very easily.

    The day may not be all that far away when it walks, quacks, and looks like a duck, and we'll just go, hey, look... a duck.

    Having said that, yes, we know the brain works, and so we know it can be done that way. And I am absolutely sure (barring super volcanos, asteroids, comets, or someone pushing The Button) that we'll get there. I'm just not all that sure that copying the human brain will be the first to that particular finish line.

    --
    I've fallen off your lawn, and I can't get up.