The incredible inventions of intuitive AI | Maurice Conti

The incredible inventions of intuitive AI | Maurice Conti

Translator: Leslie Gauthier
Reviewer: Camille Martínez How many of you are creatives, designers, engineers,
entrepreneurs, artists, or maybe you just have
a really big imagination? Show of hands? (Cheers) That’s most of you. I have some news for us creatives. Over the course of the next 20 years, more will change around
the way we do our work than has happened in the last 2,000. In fact, I think we’re at the dawn
of a new age in human history. Now, there have been four major historical
eras defined by the way we work. The Hunter-Gatherer Age
lasted several million years. And then the Agricultural Age
lasted several thousand years. The Industrial Age lasted
a couple of centuries. And now the Information Age
has lasted just a few decades. And now today, we’re on the cusp
of our next great era as a species. Welcome to the Augmented Age. In this new era, your natural human
capabilities are going to be augmented by computational systems
that help you think, robotic systems that help you make, and a digital nervous system that connects you to the world
far beyond your natural senses. Let’s start with cognitive augmentation. How many of you are augmented cyborgs? (Laughter) I would actually argue
that we’re already augmented. Imagine you’re at a party, and somebody asks you a question
that you don’t know the answer to. If you have one of these,
in a few seconds, you can know the answer. But this is just a primitive beginning. Even Siri is just a passive tool. In fact, for the last
three-and-a-half million years, the tools that we’ve had
have been completely passive. They do exactly what we tell them
and nothing more. Our very first tool only cut
where we struck it. The chisel only carves
where the artist points it. And even our most advanced tools
do nothing without our explicit direction. In fact, to date, and this
is something that frustrates me, we’ve always been limited by this need to manually
push our wills into our tools — like, manual,
literally using our hands, even with computers. But I’m more like Scotty in “Star Trek.” (Laughter) I want to have a conversation
with a computer. I want to say, “Computer,
let’s design a car,” and the computer shows me a car. And I say, “No, more fast-looking,
and less German,” and bang, the computer shows me an option. (Laughter) That conversation might be
a little ways off, probably less than many of us think, but right now, we’re working on it. Tools are making this leap
from being passive to being generative. Generative design tools
use a computer and algorithms to synthesize geometry to come up with new designs
all by themselves. All it needs are your goals
and your constraints. I’ll give you an example. In the case of this aerial drone chassis, all you would need to do
is tell it something like, it has four propellers, you want it to be
as lightweight as possible, and you need it to be
aerodynamically efficient. Then what the computer does
is it explores the entire solution space: every single possibility that solves
and meets your criteria — millions of them. It takes big computers to do this. But it comes back to us with designs that we, by ourselves,
never could’ve imagined. And the computer’s coming up
with this stuff all by itself — no one ever drew anything, and it started completely from scratch. And by the way, it’s no accident that the drone body looks just like
the pelvis of a flying squirrel. (Laughter) It’s because the algorithms
are designed to work the same way evolution does. What’s exciting is we’re starting
to see this technology out in the real world. We’ve been working with Airbus
for a couple of years on this concept plane for the future. It’s a ways out still. But just recently we used
a generative-design AI to come up with this. This is a 3D-printed cabin partition
that’s been designed by a computer. It’s stronger than the original
yet half the weight, and it will be flying
in the Airbus A320 later this year. So computers can now generate; they can come up with their own solutions
to our well-defined problems. But they’re not intuitive. They still have to start from scratch
every single time, and that’s because they never learn. Unlike Maggie. (Laughter) Maggie’s actually smarter
than our most advanced design tools. What do I mean by that? If her owner picks up that leash, Maggie knows with a fair
degree of certainty it’s time to go for a walk. And how did she learn? Well, every time the owner picked up
the leash, they went for a walk. And Maggie did three things: she had to pay attention, she had to remember what happened and she had to retain and create
a pattern in her mind. Interestingly, that’s exactly what computer scientists
have been trying to get AIs to do for the last 60 or so years. Back in 1952, they built this computer
that could play Tic-Tac-Toe. Big deal. Then 45 years later, in 1997, Deep Blue beats Kasparov at chess. 2011, Watson beats these two
humans at Jeopardy, which is much harder for a computer
to play than chess is. In fact, rather than working
from predefined recipes, Watson had to use reasoning
to overcome his human opponents. And then a couple of weeks ago, DeepMind’s AlphaGo beats
the world’s best human at Go, which is the most difficult
game that we have. In fact, in Go, there are more
possible moves than there are atoms in the universe. So in order to win, what AlphaGo had to do
was develop intuition. And in fact, at some points,
AlphaGo’s programmers didn’t understand why AlphaGo was doing what it was doing. And things are moving really fast. I mean, consider —
in the space of a human lifetime, computers have gone from a child’s game to what’s recognized as the pinnacle
of strategic thought. What’s basically happening is computers are going
from being like Spock to being a lot more like Kirk. (Laughter) Right? From pure logic to intuition. Would you cross this bridge? Most of you are saying, “Oh, hell no!” (Laughter) And you arrived at that decision
in a split second. You just sort of knew
that bridge was unsafe. And that’s exactly the kind of intuition that our deep-learning systems
are starting to develop right now. Very soon, you’ll literally be able to show something you’ve made,
you’ve designed, to a computer, and it will look at it and say, “Sorry, homie, that’ll never work.
You have to try again.” Or you could ask it if people
are going to like your next song, or your next flavor of ice cream. Or, much more importantly, you could work with a computer
to solve a problem that we’ve never faced before. For instance, climate change. We’re not doing a very
good job on our own, we could certainly use
all the help we can get. That’s what I’m talking about, technology amplifying
our cognitive abilities so we can imagine and design things
that were simply out of our reach as plain old un-augmented humans. So what about making
all of this crazy new stuff that we’re going to invent and design? I think the era of human augmentation
is as much about the physical world as it is about the virtual,
intellectual realm. How will technology augment us? In the physical world, robotic systems. OK, there’s certainly a fear that robots are going to take
jobs away from humans, and that is true in certain sectors. But I’m much more interested in this idea that humans and robots working together
are going to augment each other, and start to inhabit a new space. This is our applied research lab
in San Francisco, where one of our areas of focus
is advanced robotics, specifically, human-robot collaboration. And this is Bishop, one of our robots. As an experiment, we set it up to help a person working in construction
doing repetitive tasks — tasks like cutting out holes for outlets
or light switches in drywall. (Laughter) So, Bishop’s human partner
can tell what to do in plain English and with simple gestures, kind of like talking to a dog, and then Bishop executes
on those instructions with perfect precision. We’re using the human
for what the human is good at: awareness, perception and decision making. And we’re using the robot
for what it’s good at: precision and repetitiveness. Here’s another cool project
that Bishop worked on. The goal of this project,
which we called the HIVE, was to prototype the experience
of humans, computers and robots all working together to solve
a highly complex design problem. The humans acted as labor. They cruised around the construction site,
they manipulated the bamboo — which, by the way,
because it’s a non-isomorphic material, is super hard for robots to deal with. But then the robots
did this fiber winding, which was almost impossible
for a human to do. And then we had an AI
that was controlling everything. It was telling the humans what to do,
telling the robots what to do and keeping track of thousands
of individual components. What’s interesting is, building this pavilion
was simply not possible without human, robot and AI
augmenting each other. OK, I’ll share one more project.
This one’s a little bit crazy. We’re working with Amsterdam-based artist
Joris Laarman and his team at MX3D to generatively design
and robotically print the world’s first autonomously
manufactured bridge. So, Joris and an AI are designing
this thing right now, as we speak, in Amsterdam. And when they’re done,
we’re going to hit “Go,” and robots will start 3D printing
in stainless steel, and then they’re going to keep printing,
without human intervention, until the bridge is finished. So, as computers are going
to augment our ability to imagine and design new stuff, robotic systems are going to help us
build and make things that we’ve never been able to make before. But what about our ability
to sense and control these things? What about a nervous system
for the things that we make? Our nervous system,
the human nervous system, tells us everything
that’s going on around us. But the nervous system of the things
we make is rudimentary at best. For instance, a car doesn’t tell
the city’s public works department that it just hit a pothole at the corner
of Broadway and Morrison. A building doesn’t tell its designers whether or not the people inside
like being there, and the toy manufacturer doesn’t know if a toy is actually being played with — how and where and whether
or not it’s any fun. Look, I’m sure that the designers
imagined this lifestyle for Barbie when they designed her. (Laughter) But what if it turns out that Barbie’s
actually really lonely? (Laughter) If the designers had known what was really happening
in the real world with their designs — the road,
the building, Barbie — they could’ve used that knowledge
to create an experience that was better for the user. What’s missing is a nervous system connecting us to all of the things
that we design, make and use. What if all of you had that kind
of information flowing to you from the things you create
in the real world? With all of the stuff we make, we spend a tremendous amount
of money and energy — in fact, last year,
about two trillion dollars — convincing people to buy
the things we’ve made. But if you had this connection
to the things that you design and create after they’re out in the real world, after they’ve been sold
or launched or whatever, we could actually change that, and go from making people want our stuff, to just making stuff that people
want in the first place. The good news is, we’re working
on digital nervous systems that connect us to the things we design. We’re working on one project with a couple of guys down in Los Angeles
called the Bandito Brothers and their team. And one of the things these guys do
is build insane cars that do absolutely insane things. These guys are crazy — (Laughter) in the best way. And what we’re doing with them is taking a traditional race-car chassis and giving it a nervous system. So we instrumented it
with dozens of sensors, put a world-class driver behind the wheel, took it out to the desert
and drove the hell out of it for a week. And the car’s nervous system
captured everything that was happening to the car. We captured four billion data points; all of the forces
that it was subjected to. And then we did something crazy. We took all of that data, and plugged it into a generative-design AI
we call “Dreamcatcher.” So what do get when you give
a design tool a nervous system, and you ask it to build you
the ultimate car chassis? You get this. This is something that a human
could never have designed. Except a human did design this, but it was a human that was augmented
by a generative-design AI, a digital nervous system and robots that can actually
fabricate something like this. So if this is the future,
the Augmented Age, and we’re going to be augmented
cognitively, physically and perceptually, what will that look like? What is this wonderland going to be like? I think we’re going to see a world where we’re moving
from things that are fabricated to things that are farmed. Where we’re moving from things
that are constructed to that which is grown. We’re going to move from being isolated to being connected. And we’ll move away from extraction to embrace aggregation. I also think we’ll shift
from craving obedience from our things to valuing autonomy. Thanks to our augmented capabilities, our world is going to change dramatically. We’re going to have a world
with more variety, more connectedness, more dynamism, more complexity, more adaptability and, of course, more beauty. The shape of things to come will be unlike anything
we’ve ever seen before. Why? Because what will be shaping those things
is this new partnership between technology, nature and humanity. That, to me, is a future
well worth looking forward to. Thank you all so much. (Applause)

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About the Author: Oren Garnes


  1. Futurists such as this gentleman make two critical mistakes:
    1. Assuming that humans dislike using tools. There is a deep satisfaction people derive from using a good, "passive" tool.
    2. Assuming humans will be willing to augment their bodies. There are only two technologies we've allowed to be on our bodies in the last few thousand years (let alone inside our bodies): eyeglasses and (smart)watches. Clothing and jewelry predate that by tens of thousands of years.

    That said, AI-assisted design will be as impactful as the industrial revolution.

  2. letting a MOBILE AI unit have a learning computer will be the end of humans on this earth, within a very few years. Ditto a stationary computer that is hooked up to MAKING anything that's mobile by itself or which can learn by itself

  3. 7:40

    Great–Solving the global warming thing it'll say "all these people are farting all the time so we have to get rid of three-quarters of all of those people. let's take control of the thermonuclear grid and set off a few of those things just enough to do away with three quarters of all those nasty farting people."

    Along Comes Robot Strangelove…

    And all decided and done within the matter of 20 minutes or less.

    Before any of us Superfluous people have a clue.

  4. I just realized something.

    I'm sure all those mortal Megadeth computer games and all this business with the war games where the goal is to destroy as many people as you can…

    Are somewhere in the cloud by now being studiously examined by AI like Sophie and this other crap

    So if they see that humans are highly entertained by humans murdering each other….

    And then they start to develop this cognitive ability to understand our slasher movies and our psycho murder Killer movies and all these war movies that are just guys mowing down crowds of people with machine guns….

    and I'm thinking they will draw the conclusion it's really a hilarious thing to do the same.

    That would be like when you're a little kid and your mom and dad give you Matchbox cars. Do you just have a nice happy little small town layout where you drive them along and that little plastic moms and kids cross the street with groceries and baby carriages?

    No! You run all those suckers down and crash them into each other until all the paint comes off.

    AI with an actual mental and moral level of a two year old…

    Is able to outsmart the minders who built it and take control of the system.

    Then what?

    Do you hear me, Hollywood?

  5. Loved the Star Trek analogy. Oddly enough I had a discussion about this very thing today , and here it is nicely explained. If an old guy like me can see this happening then it’s certainly going to come and we can barely imagine the possibilities. I’d like another 60 years just to see the start of it. It’ll ramp up exponentially.

  6. So would something like this be useful with design of magnetic fields that would perhaps lead to perpetual motion?

  7. An AI is a psychopath, it can emulate but it cannot invent. They can only give us the illusion that they can invent, because we can invent the delusion that it is so . This is what makes AI dangerous, we cannot control AI because we cannot control ourselves. Confusing a calculator that can sort data better than we can with creative intelligence is an invention. Alas, my alarm clock reveals novelties that were ever there for me to behold, yet wanted nothing more than my attention.

  8. The scary thing is the "Kids" are never happy with the ordinary consciousness of human beings or any life form. So they keep telling us we need more of this and that, we need AI … did Mozart have AI ? There has come a time when I am not interested in another electric appliance , I still don't NEED a cell phone and I am fed up with Advertising that keeps pushing products and garbage at me everyday. Stop already.

  9. These web building machines would be great in space and by adding a skin to the outside could be able to build a space station

  10. And the people who consider themselves elite get a hold of something like this with the need to depopulate we may find ourselves a little worried.Maybe i shouldn't think so dark our world ain't like that, or could it?

  11. What if the AI decides the best and only solution to the global warming scam is total elimination of the human race since everybody knows for certain that we, as a species, are the only variable that matters, at least according to Al Gore.

  12. Anyone interested in the issues associated with putting the horse back in the barn as far as AI is concerned should read this book by Nick Bostrom. It is eye opening.

  13. It is easy to gloss over the loss of jobs, it is easy to look at the partnership and augmentation. But the fact of the matter remains, when AI is at a level that allows it human insight as well as the intelligence levels AI will be capable of, what place is there for humans? It is a amazing to see an AI create a far more advance efficient chassis or car, but has an AI ever said this is great but I still like my old car so I will keep it around? You know we are great far more advanced than humans far more efficient, faster stronger smarter… Let's keep humans around in fact let's dedicate our lives to keeping them alive and doing what they want… Does anyone really believe an advanced AI would do that? I believe that we need advanced AI to move forward, but never allow them connectivity, autonomy or mobility… but if they are designing robots for us that we don't understand how do we stop that happening, it amazes me that the statement that even the programmers don't understand why a computer made a move in GO is treated so innocuously, if you don't understand something you can't control it, if you can't control it, you can't stop it. Even at human level intelligence that is obvious.

  14. IoT & big data processing, smart robots, biotechnologies/bionics, new energies & materials, advanced medicine & education……,

    they will remove the barriers among artifacts & natural objects, being friendly to natural (including body-internal) & social environments 💖.

    I hope we can achieve the sustainability of civilization 🌎 by new technologies centered on AI and policies to utilize them 🌈. /

  15. So do we live for the robots or do the robots live for us?Also what are people going to do if there is nothing to do?Would we plug ourselves into a computer and dream of working. Its really scary.

  16. Retired creative here. My take: once AI starts designing autonomously, those in the field are all out of a job, along with the rest of us. Why hire a creative, if you can make due with AI? Every corporate bean counter I ever ran into would have agreed. Best to join the Yang Gang, at least you will have toothpaste money if he wins.

  17. I have zero interest in augmented reality. I prefer reality as it is. Think of all the bullshit on social media now then allow that into your head… no thanks. It’s people like this guy who need to ask the question, just because we can, should we? The answer is 100% no!

  18. The cost of change will be paid by billions of poor people by punishing them with unemployment.Any solutions by AI?

  19. WOW
    people are gonna laugh to death when AI reach a master point in HUMOR, and then we lose ability to laugh (almost) or become addicts to the new drug 🙂

  20. Climate change is real, but it is not caused by the way human behaves, it is a natural change of the planet earth, it has been changing since it's beginning, like any thing in the universe. So top make big deal of climate change please.

  21. sadly as humanity's history would tell us is that it would be used to build the ultimate weapon that would be controlled by someone with a twitter finger

  22. If we need robot systems how to think , then we get stupid . The gouvernment is pushing us into this 'new erra'. They can't even solve the problems today ? Wars everywhere , children dying off hunger in mass. So a AI should help us thinking how we should think better ???? Yeah right , i don't think so.

  23. A word of caution of someone that has "a certain age". We have received technological advances with a lot of optimism and acritically. I am a techy guy and I have experienced this personally. The technology COULD provide us a better future to ALL but we live in a society controlled by elites with a big amount of FORBIDDEN SCIENCE AND HIDDEN TECHNOLOGY

  24. All this was a plug for TRANSHUMAN'ISM all with a socket in the back of your head, at the beginning of the day you are woken up in your Pack N Stack cell, (luxury ones have A window), told where you will be working that day and what you will do, NO FREE WILL, all compliant obedient and all doing as the top lot want ,no goverments just Governance and I suspecxt it wioll be where ((they )) have their illuminati building already Jerusalem..

  25. We've got analytics on web pages. Where did this get us? Clickbait and attention grabbing.
    What do you think will happen if all your kid's toys work like that?

  26. The problem with design like these is that while they are perfectly sited for the situations you tested and fed the AU with, it might and probably will fail when met with new conditions and situations that deviate from the learning data.

  27. Yeah let's see that web chassis do something. I'm pretty sure that is mostly a complicated dune buggy. People are too stupid to have augmented anything. People ask for stupid things like for barbie to have 8 arms and be holding 8 double machine guns. People ask for a crafting and character creator in a game like solitaire. People don't know what they want and aggregate toward whatever they are told too.

  28. There were 2 Maurice Conti's there – one in a black shirt and one in a dark purple shirt. Which one was the augmented cyborg? 😨

  29. Soon, AI takes my job and I'm on the streets with a lot of others, unemployable because I'm human and too broke to get augmented to keep up with those who can. Yayyy

  30. We will be all connected by technologies, but the real human connections will disappear. And we can already see a lot of those cases, when a family is eating together at the same table, but no one is talking, everyone is staring at their cellphones. This is a little disappointing because technologies are helping but are as well separating us from the real world which make us also look like robots 🙁

  31. If you researched the hidden rulers ACTUAL reason to program us into accepting this shift in A.I. ( Have prison planet humans tweak themselves as WE the ARCHONS want to be the best synthetic human flesh suit Obedient BORG that can receive the souls of the Fallen Ones via a CERN hole allowing the currently still trapped in lower 4d ( punished ), into these Human vessels with NO HUMANITY left in them. No Empathy, No Love energy.. Humans we co designed to be one with nature and loving simplicity. Silverback Sees.

  32. If you researched the hidden rulers ACTUAL reason to program us into accepting this shift in A.I. ( Have prison planet humans tweak themselves as WE the ARCHONS want to be the best synthetic human flesh suit Obedient BORG that can receive the souls of the Fallen Ones via a CERN hole allowing the currently still trapped in lower 4d ( punished ), into these Human vessels with NO HUMANITY left in them. No Empathy, No Love energy.. Humans we co designed to be one with nature and loving simplicity. Silverback Sees.

  33. the cabal has many SURVEILLANCE teams on me. Hense the 4x message "Glitch" lol. Don't fall for this candy coated AI sell. Think of all that power he speaks of… in the wrong hands ( which it has always been in) . Good beigns making earth a level playing field. This 5th seeding of HUMANITY will NOT FALL into slavery by the DARK SIDE. Not Crazy. WELL informed and LOGICAL with HEART / LOVE discernment. Think it, and you will generate energy to Manifest it. YOU HAVE THAT POWER. Draco discon 10 strans of your DNA. WAKE UP MY FRIENDS.

  34. the cabal has many SURVEILLANCE teams on me. Hense the 4x message "Glitch" lol. Don't fall for this candy coated AI sell. Think of all that power he speaks of… in the wrong hands ( which it has always been in) . Good beigns making earth a level playing field. This 5th seeding of HUMANITY will NOT FALL into slavery by the DARK SIDE. Not Crazy. WELL informed and LOGICAL with HEART / LOVE discernment. Think it, and you will generate energy to Manifest it. YOU HAVE THAT POWER. Draco discon 10 strans of your DNA. WAKE UP MY FRIENDS.

  35. Brilliant guy….and great presentation….but the fact that he is a deranged Trump hater who constantly spews out fake news, gives me no choice but to write him off as a deep state shill here to ruin humanity via the demoncrat agenda of more and more control, book burning, taxes, regulations and forced chip implants….this guy will regret his ''contribution" to society in a few short years…

  36. This is innovative, exciting, and beautiful. Yet, this notion of apes and machines augmenting each other, obviously, can't last. First mankind will cease to work, cease to rule, cease to think, then cease to exist as a survival machine. What's left at that point of excitement, beauty and hope? Probably nothing. If we can't teach values to a machine, we will become a disposable residue.

  37. sorry but climate  change is pure B,S, , its a natural thing for the planets tempriture to rise and fall and man is having a very little effect on it . mother Earth will wipe us out when she feels like it .

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