I am not an AI expert, but I am a student working on an AI documentary and I would love to have the opportunity to interview you. I will ping you in the discord.
Thanks for your enlightening discourse. I had two ideas. one: Could DNA programing be superior for AGI and singularity given the enormous capacity for data and low energy requirements. How can we get it to move quicker? two: Might a global trade association or membership requirement in an oversight entity help with monitoring ethical usage? Those AI providers who would elect not to participate could be monitored more covertly. Not big brother but " big daddy" the philosopher king of all AI. The one all other AI providers bow down to voluntarily. The ultimate security AI--?
Only about 20% through the video right now, but I hope you cover the first mover advantage. Like, if Tesla is the first to get 10000 robots out, they'll have better data from real robots.
I wonder if there is somewhere the first "battle angel"- A robot learning martial arts. You could make a tournament and let each participant share the responding data, while the winner gets paid his new model as a seeded participant for the next. This could be the next big sport, or better, this will become one or the most watched sports-event in the next 5 years. I hope somebody gets this idea on the run. This would be more than just fun to watch.
Hi @drwaku I’m wondering how AGI and ASI would accelerate the development of human aging science. When do you think we can expect therapies for aging and will AGI alone be able to make it happen, or will ASI be needed? Will AGI itself be able to cause powerful breakthroughs in this matter literally every single day, since invented?
No AGI will happen within the next 200 years. Look, billiona are being invested to solve much simpler problems yet we can't solve them easily. But let me try to be optimistic: AGI is massively infinitely complex. By the way, there are only 3 groups of people talking about AGI: -CEOs(for that sweet investment flow) -Content creators(for obvious reasons) -Common folk(for the excitement). No 9-5 job AI specialist is expecting AGI within the next 200 years.
Hey Dr Waku, could you tell me why I have not heard about evolutionary biology being used to develop foundation models? For example the human eye started as light sensing cells that could only tell when it was light and dark then the surface the cells were on bent allowing them to tell direction. It seems like this would be something easy to develop.
Of course we _do_ need better feedback in the fine manipulators for robots. We need sort of peripheral nervous systems, and just much more sophisticated hardware with tactile sensors.
@DrWaku great thematic!! I discover your channel couple days ago and I like very much all your videos!❤ …24 years ago, talking to a linguist friend about automatic machine translation strategies, he explained to me why it is so difficult to understand natural language semantically without having a physical body. For example, imagine the life experience of an extraterrestrial fish with a human-like brain where the concept of weight, up and down and with no hands is essentially different than what many would interpret in our terrestrial language metaphors. And our language is full of them( see embodied cognition of Prof. George Lakoff) That's why it's so important to train LLM with embodied data. I suspect all those expensive HUMANOID robots are to training LLM to understand human natural language and body language , not to do our housekeeping work!
Might a compulsory membership requirement in an AI trade association help with ethical and security considerations in a proliferating set of AI providers?
How do you get machine learning to understand creativity? For instance, if you want them to understand movement you move a lot and translate that into data. If you want them to understand language then you give them a lot of language and you turn that into data. But how can you teach an AI to be creative? Are we just banking on random emergent capabilities? Like move 37? How long will it take for AIs to random into creativity or insight?
creativity is very ambiguous even for humans. the mere act of making some art requires a taste, technique and goal. then you achieve an aesthetic that for you makes sense. the thing is you might create something not many resonate with but will be seen as creative in 100 years. is not even easy for humans to be creative. everything is a remix.
Robotics models need to have the equivalent of mirror neurons, and learn how parts of their machine bodies correspond with those of the humans they visually observe performing tasks. There is plenty of visual training data, they just need to learn mimicry.
Wouldn’t synthetic visual data be extremely useful in this case? Imagine we could generate video that is similar to the visual inputs the robot could use train its movements.
This is exactly what we do. More so, data does not even need to be photorealistic, skills learned in simplified worlds are transferable to reality and more elaborate simulations.
Seems like enlisting the help of children might be a good way to gather data from the real world ? Like outfitting a whole kindergarten with sensorial gloves, etc 😂 But on a more serious note, I'm very concerned that SAFETY (ie not being evil, having extreme ethics for the good of mankind) is absolutely critical for robots. LLMs and AGI and SGI will need the same. Hasn't anyone come up with more laws than Asimov's? We need to teach AI about 'man's inhumanity to men' and how * that * is the greatest problem for the planet....
Rather than program robots to allow fine motor movements, why not give them the capability of learning, just like humans do when they're little. I have no idea how to do something like that but intuitively it seems better
I don't know enough about robotics or AI to have an opinion on how they will get there. They will get there soon though. I am sure of that, simply from seeing how far they evolved in 2023.
Being "sure" doesn't mean much. Remember back then when the whole world hoped to travel in supersonic speeds around the Globe? Capabilities don't grow exponentially forever. They eventually hit a plateau. Will be no different with AI. Ask self driving technology
If you were to ask me, not much other than just follow the the progress of the tech and listen to experts. We dont know if well stagnate soon for some time to come regarding this tech or be 50 years in the future in the next 5-10 years.
AI and robotics working in tandem to feed each other data in a simulated environment and then in a real world environment will help BOTH progress much faster than we can even comprehend. That is why simulated data and environments like Sora are so important to the robotics industry it allows them to test those results in the real world and then feed those results back to AI where it can be improved and then fed back to robotics improved, it's perpetual advancement.
Dr. Please title your next video "SHOCKED" plain and simple. The content could be about anything but I promise the view count for that video will be 1000x any other video on your channel and you deserve it!
If you or someone you know is an expert in an AI topic, I'd love to chat sometime for video ideas! See you in discord.
What about a video on fine tuning of LLMs
I am not an AI expert, but I am a student working on an AI documentary and I would love to have the opportunity to interview you. I will ping you in the discord.
you should make a video about the potential crash of LLM's due to their regurgitated training data and decrease in accuracy relevance.
Thanks for your enlightening discourse. I had two ideas. one: Could DNA programing be superior for AGI and singularity given the enormous capacity for data and low energy requirements. How can we get it to move quicker? two: Might a global trade association or membership requirement in an oversight entity help with monitoring ethical usage? Those AI providers who would elect not to participate could be monitored more covertly. Not big brother but " big daddy" the philosopher king of all AI. The one all other AI providers bow down to voluntarily. The ultimate security AI--?
Holy, this video just helped me understand the robotics field a ton more. This is probably one of the best videos I've seen on robotics!
This may be one of the best robotics videos I've ever seen.
Thank you very much for your kind comment :)
Only about 20% through the video right now, but I hope you cover the first mover advantage. Like, if Tesla is the first to get 10000 robots out, they'll have better data from real robots.
Hmm, I didn't talk too much about that. More about the bootstrapping problem. Video ideas for future haha
Why would you comment at only 20% of the video?
Tesla is also using video data and models from self driving cars as a starting point for their robots.
You two should collab on a video where you have a discussion about future projections
@@zrakonthekrakon494ikr? Literally thought same thing. Would be cool to see ai discussion RUclipsrs collab together and talk in a video.
I wonder if there is somewhere the first "battle angel"- A robot learning martial arts. You could make a tournament and let each participant share the responding data, while the winner gets paid his new model as a seeded participant for the next.
This could be the next big sport, or better, this will become one or the most watched sports-event in the next 5 years.
I hope somebody gets this idea on the run. This would be more than just fun to watch.
Battlebots 3.0
Hi @drwaku
I’m wondering how AGI and ASI would accelerate the development of human aging science. When do you think we can expect therapies for aging and will AGI alone be able to make it happen, or will ASI be needed? Will AGI itself be able to cause powerful breakthroughs in this matter literally every single day, since invented?
No AGI will happen within the next 200 years. Look, billiona are being invested to solve much simpler problems yet we can't solve them easily. But let me try to be optimistic: AGI is massively infinitely complex.
By the way, there are only 3 groups of people talking about AGI:
-CEOs(for that sweet investment flow)
-Content creators(for obvious reasons)
-Common folk(for the excitement).
No 9-5 job AI specialist is expecting AGI within the next 200 years.
@@hydrohasspoken6227lmao boomer
they are using AI in protein folding leading to advancements in gene therapy
@@snowcones8292 it applies to us all / Wait till you see how quickly it is all gone Grasshopper
Hey Dr Waku, could you tell me why I have not heard about evolutionary biology being used to develop foundation models? For example the human eye started as light sensing cells that could only tell when it was light and dark then the surface the cells were on bent allowing them to tell direction. It seems like this would be something easy to develop.
Eye has neurons so they process the light and only transmit to the brain trough the optical nerve what is relevant for the brain
Of course we _do_ need better feedback in the fine manipulators for robots. We need sort of peripheral nervous systems, and just much more sophisticated hardware with tactile sensors.
This was a really good video. Thank you
Thanks for your comment!
@DrWaku great thematic!! I discover your channel couple days ago and I like very much all your videos!❤ …24 years ago, talking to a linguist friend about automatic machine translation strategies, he explained to me why it is so difficult to understand natural language semantically without having a physical body. For example, imagine the life experience of an extraterrestrial fish with a human-like brain where the concept of weight, up and down and with no hands is essentially different than what many would interpret in our terrestrial language metaphors. And our language is full of them( see embodied cognition of Prof. George Lakoff) That's why it's so important to train LLM with embodied data. I suspect all those expensive HUMANOID robots are to training LLM to understand human natural language and body language , not to do our housekeeping work!
Might a compulsory membership requirement in an AI trade association help with ethical and security considerations in a proliferating set of AI providers?
Fantastic 🎉
Thank you!!
Please .make a video about back propagation 🙏🙏🙏
Great video as always :)
Good morning Doc, from the UK best wishes
Cheers! Thanks for watching as usual
A useful overview, cheers!
Thank you brother, excellent stuff as always.
How do you get machine learning to understand creativity?
For instance, if you want them to understand movement you move a lot and translate that into data.
If you want them to understand language then you give them a lot of language and you turn that into data.
But how can you teach an AI to be creative? Are we just banking on random emergent capabilities? Like move 37? How long will it take for AIs to random into creativity or insight?
creativity is very ambiguous even for humans. the mere act of making some art requires a taste, technique and goal. then you achieve an aesthetic that for you makes sense. the thing is you might create something not many resonate with but will be seen as creative in 100 years. is not even easy for humans to be creative. everything is a remix.
"Laura" fine tuning? Typo, or pun? 🤔
Great video....Robot is the future, no doubt....
Wake up mom! New Dr. Waku video just dropped!
XD the benefit of having a slightly unpredictable posting time?
Doctor who?
So close to Wakfu.
I was born without a cerebellum. I wonder if they considered using T-rex style robot arms?
Robotics models need to have the equivalent of mirror neurons, and learn how parts of their machine bodies correspond with those of the humans they visually observe performing tasks. There is plenty of visual training data, they just need to learn mimicry.
Wouldn’t synthetic visual data be extremely useful in this case? Imagine we could generate video that is similar to the visual inputs the robot could use train its movements.
This is exactly what we do. More so, data does not even need to be photorealistic, skills learned in simplified worlds are transferable to reality and more elaborate simulations.
Love you Dr Waku
Interesting thanks.
Thanks for this video I work in robotics and SDG :)
The time is ripe for Piagetian robots.
VR teleoperation & AR observation data ...
found your channel, then started binging
You are like the AI explained for the supply chain and industry dimension of AI instead of the technical details
❤
Good vid
80%? that's crazy
I know right... Hard to get that kind of monopoly in any context, let alone high margin high tech production.
Seems like enlisting the help of children might be a good way to gather data from the real world ? Like outfitting a whole kindergarten with sensorial gloves, etc 😂 But on a more serious note, I'm very concerned that SAFETY (ie not being evil, having extreme ethics for the good of mankind) is absolutely critical for robots. LLMs and AGI and SGI will need the same. Hasn't anyone come up with more laws than Asimov's? We need to teach AI about 'man's inhumanity to men' and how * that * is the greatest problem for the planet....
Everyone support this guy so he can afford to buy a space heater for for his apartment.
Don't forget the electric bill to power the space heater. Those things are expensive at 20 below.
Rather than program robots to allow fine motor movements, why not give them the capability of learning, just like humans do when they're little. I have no idea how to do something like that but intuitively it seems better
I don't know enough about robotics or AI to have an opinion on how they will get there. They will get there soon though. I am sure of that, simply from seeing how far they evolved in 2023.
Being "sure" doesn't mean much.
Remember back then when the whole world hoped to travel in supersonic speeds around the Globe?
Capabilities don't grow exponentially forever. They eventually hit a plateau. Will be no different with AI. Ask self driving technology
@@hydrohasspoken6227 Well my friend, Look around you. I am very sure of this. All of our technology came from trial and error until it was reality.
@@hydrohasspoken6227self driving tech is what scares me. It has largely slowed down for the past 5-6 years. Hope that doesnt happen to AGI.
@@Kurdish20226 , it will, because nothing grows exponentially forever.
@@Kurdish20226 , do not expect AGI within the next 200 years(I am being very optimistic here).
Maybe in combination with a technology like X Y O. decentralized geospatial yum! Yum!
What can the normies like me do to improve chances of success in this new world we are entering
If you were to ask me, not much other than just follow the the progress of the tech and listen to experts. We dont know if well stagnate soon for some time to come regarding this tech or be 50 years in the future in the next 5-10 years.
AI and robotics working in tandem to feed each other data in a simulated environment and then in a real world environment will help BOTH progress much faster than we can even comprehend. That is why simulated data and environments like Sora are so important to the robotics industry it allows them to test those results in the real world and then feed those results back to AI where it can be improved and then fed back to robotics improved, it's perpetual advancement.
thats what naural link is for
🇷🇴❤️✌️🔥
Tesla bot has near human hands. I wonder if it can train simply from watching a video of a human do something...
Solution: pay people to wear body trackers all day 💀
You should say: Any errors are his. I just st start listening, by the way.
A yes or no question.
Will the world be a better place if billions of people loose there jobs and have no place to turn?
Chat GPT
No
Dr. Please title your next video "SHOCKED" plain and simple. The content could be about anything but I promise the view count for that video will be 1000x any other video on your channel and you deserve it!