From GAIA-1 and UniSim displaying that new worlds could be imagined with artificial information, to Nvidia B100 and X100 suggesting no …
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As usual your work is outstanding! 🎉 Thanks
I just noticed that using gpt 4 in title makes yr video views go wild.
I mentioned about a year ago that tesla would have the largest storage of real life footage in video form compared to other rivals, that was before tesla started accumulating all of their operational hardware that would be used for compute power. Sanctuary AI is trying to stay with the pilots operating the robots to create a natural operating system similar to humans, and as they put more robots into use the amount of training information grows exponentially. That's only 7 minutes in, you and the team have packed a big punch in a very tight time frame Phillip, thank you again for putting your work out in such a open manner.
Great video as usual ❤❤
That ending though 🤩🤩
If robots need internet would that make them not robots ? Since they are being controlled by something else… Robots think for themselves
I can personally attest to the quality of orca and phi-1 s data, we're catching up to 3.5 with a 7b and we've still not used more than 10% of orca
Great video, as always! Could you suggest some examples of custom instructions that could help me as a transmission engineer in electric vehicles?
Tesla published examples of their synthetic data they use a long time ago…
Your robot voice sounded more natural than your real voice 😁
great video. if it can generate its own input training data, then its not 'infinite' right? it needs to have external inputs into the model. so if the training set includes generated data (such as driving the car), it will eventually become static/random (i.e. output unrelated to the input given)
Synthetic data is interesting. It reminds me of one hypothesis of why humans dream, which is that it can give us experiences to train us to react to situations that may be rare in the wild, like encountering a wild animal, which may increase survival rates. Dreams might be a kind of synthetic training data for our brains.
Thank you for all your hardwork brother.
that robot that was cleaning the toilet was controlled by a human.
My guy, why are you saying Disney’s robot is using AI when your sources don’t say that. Boston Dynamics achieved more years ago, doing so without AI at the centerfold of its mechanics.
Your Tesla comment about relative “billions hours of real word data” vs a less frequent cohort also makes no sense. A billion hours on a highway is less valuable then a few thousand on a rural backroad.
You parrot UniSum’s thesis without a single non trivial example.
Data was not the limiting factor in robotics. Algorithmic utility was the limiting factor, less day by day.
Your videos are approaching pop sci string theory levels of silliness.
I wonder if you could improve the accuracy of GPT vision output by complying with disability standards that are often used for text and images in schools and other institutions (I live in Ontario, Canada and we have a standard called AODA)
I aprecciated your joke about our rooms being a really tough task for a robot to clean 😁
synthetic data can only synthesize what it's seen before. fundamentally flawed.
1. Definitely going to stop answering unknown and unexpected numbers.
2. The media saying that OpenAI is going to be out of business by the end of this year or next year clearly doesn't get the technology . . . as demonstrated by the same media saying that Tesla is going to go bankrupt almost every year running for the last 10 years
"Imagine when they can simulate millions of hotel rooms… or even harder… your bedroom" whoa buddy take it easy I wanna keep supporting the channel 😂
That little robot s a gold mine idea
Training on synthetic days reminds me a lot of dreaming…
Thanks
So the real question is will this vision capability LeapFrog what Tesla has been working on for self-driving
Is the singularity near
Your channel and the effort you put in it is amazing. Thank you.
Alright well hurry up on the production of the sexy nursing home robots who actually enjoy getting their asses slapped as they walk by…. We'll be old before we know it, and I want to die in the arms of gorgeous redhead with perfect nipples.
Your breakdowns of the current state is super appreciated.
As far as i know Tesla has been using and developing synthetic data and training like this for a couple of years now. Although they still seem to be in the early stages of utilizing it. Very exciting times. Thanks for an other great vid.
° I believe we are meant to be like Jesus in our hearts and not in our flesh. But be careful of AI, for it is just our flesh and that is it. It knows only things of the flesh (our fleshly desires) and cannot comprehend things of the spirit such as peace of heart (which comes from obeying God's Word). Whereas we are a spirit and we have a soul but live in the body (in the flesh). When you go to bed it is your flesh that sleeps but your spirit never sleeps (otherwise you have died physically) that is why you have dreams. More so, true love that endures and last is a thing of the heart (when I say 'heart', I mean 'spirit'). But fake love, pretentious love, love with expectations, love for classic reasons, love for material reasons and love for selfish reasons that is a thing of our flesh. In the beginning God said let us make man in our own image, according to our likeness. Take note, God is Spirit and God is Love. As Love He is the source of it. We also know that God is Omnipotent, for He creates out of nothing and He has no beginning and has no end. That means, our love is but a shadow of God's Love. True love looks around to see who is in need of your help, your smile, your possessions, your money, your strength, your quality time. Love forgives and forgets. Love wants for others what it wants for itself. Take note, love works in conjunction with other spiritual forces such as faith and patience. We should let the Word of God be the standard of our lives not AI. If not, God will let us face AI on our own and it will cast the truth down to the ground, enslave us and make us worship it. We can only destroy ourselves but with God all things are possible. God knows us better because He is our Creater and He knows our beginning and our end. Our prove text is taken from the book of John 5:31-44, 2 Thessalonians 2:1-12, Daniel 7-9, Revelation 13-15, Matthew 24-25 and Luke 21. Let us watch and pray… God bless you as you share this message to others.
Thanks
I'm disabled and having a robot organise my mess of a room would be amazing.
Thank-you, no way I could even keep the AI wave in sight without your work.
I reckon you have been utterly immersed in this for the past 2 weeks!!!
You give me hope for my kids future – the world is desperate for intelligent, educated young people. 11:23!
Yes, the benefits will be taken by the top 1%, the downside will be for the rest of us.
We use data to train a model to generate synthetic data, which is in turn used to train the main model. Is it hard to design a single architecture which can efficiently extract features from the primary data instead of using synthetic data(generated from primary data) as a workaround? Wouldn't a single architecture be more compute efficient?
Great insights here. A book I read with similar themes was also phenomenal. "From Bytes to Consciousness: A Comprehensive Guide to Artificial Intelligence" by Stuart Mills
The synthetic data being kind of shitty right now actually might be a boon. The AI reinforcement algorithm is more likely to understand driving safely not because of super clean roadmarkings, but because it had to figure out the rules that the other vehicles use by itself and had to learn to drive safely under "foggy" conditions where the "fog" is replaced by visual artefacts.
I wonder if there are AIs that can drive on both sides of the road or learn to use multi-language road signs and which implementations of that would improve or decrease overall driving skills.
I would love to see an AI driver to be incorporated into Unreal Engine with a bunch of settings where you can model the AI to drive like a maniac too. This way we could have game instances help provide training data to a driver AI (free race gaming?), and help the actual driver AI with proper settings to explicitly avoid those improper results such as having no patience for people crossing the walkway – which is a behavior we can currently see in self-driving cars.
I love that you provide these latest and reliable news on AI. Can you suggest any websites or rss feeds that one can check regularly to be up to date with AI and other IT news??