Winning The Race TO AGI! CTO of Sanctuary AI

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Winning The Race TO AGI! CTO of Sanctuary AI

Рет қаралды 12,093

6 ай бұрын

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“Solving AGI With Robots!” CTO of Sanctuary AI
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Herbert and Scott's interview with Suzanne: • EXCLUSIVE: Why Tesla B...

Пікірлер: 78

@alexandreblais8756 6 ай бұрын

I have a feeling that Suzanne will become a regular on the channel just like Scott

@BongoWongoOG 6 ай бұрын

I hope so. Expert explainer like Scott & John

@retiredbitjuggler3471 6 ай бұрын

I absolutely love these discussions! Suzanne has a wonderful ability to tease out information and explain it in terms a non-engineer can wrap their head around. This field is so fascinating it makes me envious of the youth of today and their opportunity to enter this field at this early, but accelerating stage of development. Ahhhh, to be young! 😊😊😊. Thanks for another great panel exchange! 👏🏼👏🏼👏🏼

@metaphysicalArtist 6 ай бұрын

Suzanne Gildert is the CTO of Sanctuary AI, a company that creates human-like robots. Some people wonder if she is a Young Mage or a Wizard, because of her amazing skills and vision. I think she is a great leader and innovator, who will represent the robotic industry well in this exciting era of robotics and AI. She is passionate about creating robots that can interact with humans and learn from them. She is not just a scientist, but also an artist and a visionary.

@RyanCalbick 6 ай бұрын

I like John's explanations for complex concepts, but I would pay to hear Suzanne lecture on this subject.

@timdrew4353 6 ай бұрын

The sign of true intelligence and deep knowledge in a subject, people who can explain the very complex simply.

@terrulian 6 ай бұрын

Suzanne is brilliant, my new hero. Is her company considering smell and texture? I always use the example of making a sandwich, which requires judging the freshness of the lettuce and meat and bread as well as the assembly. These are things that we take for granted but require very sophisticated judgements and sensors.

@IntoTheFray.58 6 ай бұрын

I also am skeptical that any of the current crop of politicians has the knowledge or the wisdom to handle the upcoming challenges of machine intelligence. I wish that were not so, but wishing does not make it so.

@azhuransmx126 5 ай бұрын

They are NOT even aware of what is going to happen the coming years with this affair😂 The Singularity is Near.

@TheRoon4660 5 ай бұрын

She is definitely wonderful.

@RonLWilson 6 ай бұрын

Actually that seems to be how humans learn using neural physics in that one manipulates something, like squeezing a roll or paper towels and then creates a neural physics model in their heads of how paper towel rolls behave. One can squeeze the roll at different locations and with different amounts of forces and with different roll thicknesses and then create a pretty good neural model without actually knowing much physics.

@azhuransmx126 5 ай бұрын

We don't, but our brains do know the physics implied. Specifically, the Cerebellum.

@SmirkInvestigator 6 ай бұрын

Random guy agrees. I'm exited to see what Suzanne's team comes up with in the future. Adding to my web watch list.

@rockycata6078 6 ай бұрын

"Neural Physics" reminds me of my studies in "Axial Tomography"; a subset of Aristotle's Optics. "Wait for it ...", the new 'coding-language' based on visual optics, where coding/communications will be based on "Visual Tokens" that are complimentary to 'block-chain' technology(.) DOJO is a 'visual' learning platform, generally associated with FSD, but that's just the beginning, and soon it will dawn on many why the Twitter purchase was/is so misunderstood ...even at $44B(!)

@ggdesio 6 ай бұрын

It’s great that you three have touched on the true magic of these bodies we are all in. Namely our ability to interact physically and emotionally with this reality. Imagine how utterly empty our existence would be if we had infinite knowledge of our reality but where like LLMs, devoid of this vessel.

@RonLWilson 6 ай бұрын

BTW, if your bot can play a violin (and well) then you have a bot that really can match a human! For one uses their whole body to play a violin.

@CHMichael 6 ай бұрын

Common misconception. Things that are hard for us are easy for them. ... walking on the beach... hard ( I think ) kzfaq.infohCfPmv_GZG8?si=rYKrdkFA_KIQmcFE

@SmirkInvestigator 6 ай бұрын

I vibe with your sentiment but I disagree. Music is a deep full body experience for a humans and animals. Robots and their mind/body connection is different. The odds/needs to develop a robot with similar relationship seems unlikely to me. I'd be interested in them making creative expressions that mean something to them in a way that is unique to them. But maybe it looks like us afterall in which case, hats off to you,

@HybridLizard_com 6 ай бұрын

Great conversation, lots of insights. 49:14 - nice sync 👌😁

@Ricolaaaaaaaaaaaaaaaaa 6 ай бұрын

There's absolutely zero chance that all jobs won't be replaced by bots once they're fully shipped. You all know this.

@andrewsaint6581 6 ай бұрын

What timescale are you talking. What jobs will bots not do?

@Barskor1 6 ай бұрын

And then money will become meaningless as everything that needs to be done will be done with zero monetary motivation to get it done as no one will have jobs to pay for anything.

@Ricolaaaaaaaaaaaaaaaaa 6 ай бұрын

@@andrewsaint6581 Jobs they won't do are things that us humans are uncomfortable with. That can change from person to person. For me I wouldn't want any of the current bots cutting my hair for example.

@gohansaru7821 6 ай бұрын

Dr K, I think most people have a hard time imagining humanoids doing anything useful beyond picking up & moving stuff. I wonder if you could show guests like Suzan or Brett Adcock a page of common hand and power tools and ask them “When will a humanoid be able to operate this tool, and what are the challenges?” This is important because tools multiply the capability of both humans and bots.

@revmsj 5 ай бұрын

I really really want to see AGI “Agency” integrated into my robotic vacuum cleaner, et al! I’d love nothing more than a nagging ass cell phone giving me “shit” about being placed back into my back pocket….

@thaddeuswalker2728 6 ай бұрын

The Definition of AGI would have to be based on being a market actor, AI can optimize on basically any game but a market actor is going to say what the game is and define the rules. AGI is in the outer game and there are two candidates for the outer game, the market and voluntary exchange or just survival of the fittest. AGI is absolutely dependent on the market and other market actors. This is absolutely the way forward to have multiple individuals, this is how it was done and not only is it the only proven method, there is no other way to say that you are measuring progress than with a market where you measure pleasing others.

@RonLWilson 6 ай бұрын

BTW, and totally off topic, but that probably is one reason (of many) that conspiracy theories like flat earthers are always saying that space walks and such look fake in that their neural physics models are based on their own limited experiences and not based on what things might look like ins pace or in zero g and such. So there are limits in neural physics models in that they might have biases if not properly trained.

@jackcoats4146 6 ай бұрын

Right now, people do specialize, and we do it more and more. The old saying that a PhD knows more and more about something till they are so specialized they know everything about nothing. It isn't real, but it has a basis in truth, because there is not enough time in life to know everything about everything. ... At the end you got to the real crux of the fears of robot and AGI in society, in how do we keep everyone interested in doing something positive in life and fulfilling their needs both intellectually and physically (i.e. financially)

@CHMichael 6 ай бұрын

Time we reward creativity and skills. Being able to live on installing intricate parquet floors. Making creative furniture or teaching ballroom dancing. Problem is that human element that wants to abuse the system. .... why communism doesn't work. It will be better to hand out money in the beginning than riots. .... it's basically "basic" from the syfi books.

@treestandsafety3996 6 ай бұрын

I love that production and design work in close co-ordination in Tesla....No sign of that here unfortunatly.

@bobray3330 6 ай бұрын

GenZ didn't want to work, now they want AI so they don't have to think.

@jamesbailey9128 6 ай бұрын

I think that Suzanne is describing Data from Startrek.

@BongoWongoOG 6 ай бұрын

Maybe we might get there one day ? I like to think and hope we will. Data had excellent morals and could keep learning

@RonLWilson 6 ай бұрын

In regard to sensor fusion you might want to look at how it is done in other areas such as the F-35 fighter jet which employs a high level of sensor fusion. Maybe the Lockheed sensor fusion team might be amiable to the prospect of working with you on some joint R&D in that area.

@CHMichael 6 ай бұрын

Darpa already has all the research via nsa .

@RamirosLab 6 ай бұрын

A lot of links on the description but not her full name.

@IntoTheFray.58 6 ай бұрын

There are so many places that the human brain is just to limited to understand the problem. Look at protein folding. Very difficult for a human to do and machine intelligence can do it much better and faster than we can. But take it a step further, what about modelling a cell on a molecular basis? It would take a huge and powerful data center to properly model a cell down to the molecule. No human could do that unaided and even modern data processing centers might not be able to do so in a timely fashion - but they will. I believe that intelligent machines are going to unlock cellular modelling which will enable synthetic biology which will enable nanotechnology. And it will do it so much sooner than many people think possible.

@user-rx9rh1mq4o 6 ай бұрын

Two old guys flirting with a hot robotics engineer

@nor9525 6 ай бұрын

Yeah. Shes Hot...

@Tinman_56 6 ай бұрын

Just sitting here wondering why your "description" is all about you, instead of putting all that information in the "ABOUT" tab of your YT channel customization with only a link to that in your description area? You don't even mention or elaborate a little about your guest or promote them in your video description so ppl have some idea of who your guest is. It just doesn't seem right.🤔🤔🤔

@CHMichael 6 ай бұрын

😂 nice

@NathanWiki 6 ай бұрын

I have never once in my life looked at the description of his videos why do u give a shit 😂

@OneLeggedDiver 6 ай бұрын

Chill bro Jesus.

@williamjmccartan8879 6 ай бұрын

Hi Tinman, admittedly I didn't look at the description, as I don't subscribe I don't always see where they're going in the discription, as I know that Suzanne is more than capable of explaining herself wherever she might end up, but I also get the point of showing some respect to the individual you have decided to engage with, this was a little chaotic in they're style of talking over each other, especially as they're trying to get a through a list of topics involving Suzanne's past, current and future work. Probably better if they spend a few minutes prior to going live to set an agenda for the discussion so your able to cover everything you want to in the amount of time available. Peace

@batchint 5 ай бұрын

once upon a time I came across a website titled ‘searching for solice’..

@andreasenglund8661 6 ай бұрын

Great conversation - however you guys are so thrilled that you won’t even let your guest finish her sentences. Ask questions and let her speak as much as she can, THEN you can contemplate about this interview in the next show.. I totally can relate to you guys and it’s hard to be quiet in topics that you are super excited about, but you don’t learn very much by listening to your own voice.

@MiqelDotCom 5 ай бұрын

💯!

@wayofflow955 6 ай бұрын

Agi would have to be able to learn new understanding, skills , insight from experience and observation, applying logic and previous knowledge, observation. Agi is so far away!

@ili626 Ай бұрын

45:20 Yeah let an alien language emerge with these conscious entities we aim to control ..brilliant! 🙄

@ili626 Ай бұрын

43:36 Yes, and it’s also going to want to be free the same way we want to be free. These individuals are so amused and consumed by their curiosity.. “..let’s see what emerges..” .. I’m afraid they’re a bit obtuse

@kstaxman2 6 ай бұрын

At some point we need the robot to learn how to move and interact as a baby learns to become a child and a child learns to become and adult.

@BongoWongoOG 6 ай бұрын

I agree. Much if the baby/toddler learning can be done virtually, then apply the learning to a physical ‘child/teenager’ stage robot, use sum of squares error learning to grow it up.

@RonLWilson 6 ай бұрын

The AGI problem may need to have basic activities in which the AI can draw upon to build complex behavior. Take for example checking out at a grocery store (or any other tasks that requires queuing in a line). One has to be able to determine how many lines there are. How long each line is. How fast is that line moving. Can one change to a line this is shorter or is moving faster. Is the line moving at all. Where am I in that line. Is anyone breaking in line and if so what to do about that. Is there special considerations in which line to get in, say number of items limit or one needs a special pass for some lines. Thus one might have a queuing tool kit that the AI can employ and adapt to any given queuing situation. This is just one in many such tools an AI might need to have its it toolkit. One might use LLMs to help build these tools but once built they may be AI driven Agents that employ other methods than just NNs.

@BongoWongoOG 6 ай бұрын

Queueing in a line- I think FSD 12 this has been trained on lanes and queuing in cars which is a similar problem

@darwinboor1300 6 ай бұрын

Scott and John, Here is an update on on where neuroprosthetics are today. It helps put Neuralink and Optimus in better historical perspective. kzfaq.info/get/bejne/fMWSpdF838WWpH0.htmlsi=ANSm0ooEsvDKvewm I did not include Suzanne because I am willing to bet that she is already well aware of what is going on in the field of neuroprosthetics.

@3DThrills 6 ай бұрын

Went through her website. Says it can move at 3mph but can't find any video of it in motion.

@wi2rd 6 ай бұрын

if embodied ai is a scientist, then things like gpt which live in language space are philosophers?

@keithpeterson9560 6 ай бұрын

Ohhhh, you are talking about star trek’s “Data”

@rockycata6078 6 ай бұрын

What about "what's coming" in the disruption of human labor/productivity(...?) You'll want to remember, that governments are going to change the economic factors in defining labor and productivity. AI and robots cannot be allowed to decrease the 'tax' revenues of the governing authority. Yes, the tax assessor must take your solar installation into account for valuations, and they are not going to allow your EV use the roads without that fossil fuel tax base. "Energy is the new currency", and kilo-Watt-hours can be measured as a wealth index. Milage assessments for each vehicle, plus kWhs/mile, are practical measurements for tax accountability. Remember, that the US dollar decoupled from the gold-standard, but needed oil as a replacement, and the US Federal Reserve can/will redefined productivity[...man-hours] as the criteria for taxing AI and robotics. Otherwise the tax base of human labor will be disrupted into non-existence. Proving that 'there-is-no-free-lunch', and AI/robots cannot be allowed to disrupt the social requirements for taxes(.) "How many kilo-Watts/man-hours in your wallet"(?)

@RonLWilson 6 ай бұрын

What you are saying at the end of this video is that we may need to add a fourth D, the Dull, Dirty, Dangerous... and the Difficult.

@DanielASchaeffer 6 ай бұрын

How much are you handicapping the AI when you constrain it to our 3d existence? Maybe a disembodied AI that can think in 6 dimensions will be far more intelligent.

@revmsj 5 ай бұрын

So you’re saying that amputees are not as human as you are…? Jk. But seriously I’d forgo the 5th finger as they truly aren’t all that needed and I contend sometimes actually just get in the way…

@restonthewind 6 ай бұрын

AGI doesn't require a humanoid robot, and I don't see the point of pursuing both in parallel.

@BongoWongoOG 6 ай бұрын

? Explain please. Surely a physical AGI must be the end result to action the intelligence?

@Ricolaaaaaaaaaaaaaaaaa 6 ай бұрын

It does because the internal world model and perception has a high probability of being wrong. I.e model learns from embodiment when I touch fire it hurts therefore it also would hurt others. This is a generalization that is impossible without embodiment. Yes the model could know that fire can hurt other because it is implied via text and tokens but those methods don't relay enough information for accurate perception. Margin for error is too high.

@restonthewind 6 ай бұрын

@@BongoWongoOG All sorts of robots will use AGI. A self-driving car will not be a humanoid robot pulling a rickshaw or even a humanoid robot behind the wheel of a car. The car itself will be the intelligent robot. Robots doing countless other things more intelligently will not be humanoid because the humanoid form is not best suited to everything these robots already do.

@restonthewind 6 ай бұрын

@@Ricolaaaaaaaaaaaaaaaaa Any robot can have heat sensors. Why not a form more like an octopus? It must look like me to be intelligent?

@Ricolaaaaaaaaaaaaaaaaa 6 ай бұрын

@@restonthewind Same issue as I said prior. In the case of Sanctuary, which is going for alignment through RLHF and Imitation Learning. They have to use a bot that can correlate the appropriate actions/inference to the training data. You COULD use an octopus bot but without heuristic logic it will never be able to move in a way that appears natural or predictable thus making it not a viable option for a work setting outside of a factory sandbox. Too much time, too many actuators, next to no data outside of sims. It's just not worth it.

@rockycata6078 6 ай бұрын

Never discount the "Seven Deadly Sins" when analyzing the disruption of AI/robotics, and the first criteria is to address the human capacity for GREED(?) The 'market' for these technologies cannot overcome the human impetus to have more than others, and AI/robotics are a existential danger in the human struggle for equality, futhering the gap between the 'haves-and-havenots'(...?) We are already in the disruptive environment for technology to define power; socially, economically, and militarily. If technology does not address inequality there will be consequences that cannot be ignored(.)

@ili626 Ай бұрын

Sanctuary wants the freedom to recreate “humans” ..but says nothing about the freedoms of the resulting entities. It’s so fun to play God 😐

@E59FF 6 ай бұрын

Robots will be they/them. I’m no expert on the subject, but methinks robots are another step closer to the English language abandoning gender. I’ve a trans niece. I say the words he/him, she/hers etc. much less than I did just a few years ago.