And that's how you create a informative video. I'm not very good with adjectives but all I have to tell you is that, I enjoyed every second. Every thing in the video was perfect from music to the selected video clips. I'm quite envious. Will dare to ask you a question sometime, not today but under some other video.. You made my day, filled my head with many ideas.

music is too loud and just distracting honestly.

Trying to predict future so that we can survive made us think abstract ideas. Nature literally hammered us into what we’re now with evolution

I'm not ready for this jargon.

Grazie. This is the most comprehensive video on the history of LLM we have ever seen. congratulations

0:32 but computers don't understand human language WTF are you talking about lol!!!?

lol on which planet is there "AI" that can "talk"? Choosing from a list of predetermined responses painstakingly ordered by master programmers is not talking-its computing. Its not AI-its just a computer program.

The title should be "How Human Intelligence Evolved". There is so much learning from self, simulating, and learning from others also in invertebrates like octopodes and bees. For example, bumble bees can learn from others how to solve a puzzle. All these capabilities you talk about (except for true language, I guess) evolved multiple times across the tree of life. It's misleading to only focus on the human path and has the tint of human - and by extension race - exceptionalism.

Finally the motive of attention mechanism explained. It's to replace state neurons and as an alternative to a deep network of multiple layers!

What music is the melody playing at the end

Stop using AI generated images

It's a great video! However I would like to point out points that can be misleading in some ways. First, biological organisms are hugely modular in the sense that we can see the repetition of verry similar algorithms being used in unusual ways. Evolution does not look like a software development progression where new features arise in each updated version, therefore, we should be skeptical of claims of something like "learning new behavior within their lifetime" as a feature that seems to be completely novel. Take for example the difference between "trial and error" and other types of learning: The very proscess of building new sinapses involves a process of random search and then reinforcement of the "useful" path. Usually, such claims come with verry specific and restrictive definitions of "learning" and "behavior". Definitions that can, for example, restrict the proscess to a specific tissue or type o cells performing a specific task in a specific experimental design however the conclusions derived from this studies usually are very generalist. I'm afraid that we are verry far from knowing the reality of how knowing how smart animals really are.

This is the best explanation of transformers i have seen, the concept finally makes (some) sense to me

Had to turn off this video due to the eerie background music. Ciusn take it.

I'd wonder how the next steps of intelligence fit into this, such as kohlberg's stages of development. Maybe the next level is an extension of simulation and involves understanding complex systems. 1st person -> 3rd person -> all people. But then there's also underrated emotional intelligence, which is a high level of intelligence of self.

Dennett discusses this in Darwin's Dangerous Idea in terms of Darwinian, Skinnerian, Popperian, and Gregorian creatures.

I like the temperature and pressure on different axes analogy, but what would the parameters be for a picture of a dog? Would each pixel be an axis? And what would be the value that it is measuring for a pixel?

This begs the question: what would be the next natural advance in intelligence? (Putting aside AI and cybernetics)

great!

This is an amazing video and one of my favourites that I have watched on the topic of AI. I didn't know very much about how it started at the very beginning but this does a good job of plotting artificial intelligence as we know it today from its inception.

Science is just beautiful if taught correct. Thanks for that video.

Amazing video! I was absolutely shocked after watching the entire video to realize just how little traction it had gotten, compared to what something like this deserves. I'll be looking forward to new videos and the time when your name is common place in this corner of KZbin!

Loved it ❤

Congress in 150 years arguing whether a parent should be allowed to implant neural chips into their babies.

Such a good video.

Our body, and by extension our self, acts as the basic unit with which our mind builds a model of the world.

thanks for boiling it down to the essential, which is a sign of great intelligence!

We are trying to become God in the flesh. From a worm to Buddha!

…so what’s the next evolutionary step post-human? 🤔

God created it. God can be your best friend! Jesus Christ loves you. He is the only way to heaven. He also says "Come to Me, all you who labor and are heavily burdened, and I will give you rest." May God bless you! :)

best video in the history of the worl

what music used during the “reinforcement learning” section I love that guitar music

WOW!! This is the only video that I've watched that made me finally get it. The inclusion of the physical dimmer switch and weights in the neural net made me finally start to grasp this concept. Thank You! 👏

Long time follower here, thanks for yet another fantastic and informative video! I saw this video when you released it and it blew me away to the extent that I asked my local library to purchase the book. I am barely 70 pages into it and hooked. The narrative is convincing and easy to follow along with, and I feel it has already given me a deeper understanding of what makes life tick on the inside. Reading about how valence and arousal regulate emotion was eye-opening, and I'm sure it will only get more fascinating from there. I can't wait to finish the book. I want to thank Max for his book, and you for the video, both are fantastic.

Like another guy said, commenting on every video is not my stuff. But damn, man. This was such a cool video! As an amateur (human) evolution enthusiast, I felt like you covered many important points of brain/neural evolution, using relatively simple language to approach a large audience. Keep making such videos, bro!

"Too complex to reverse engineer, because the brain was not engineered the way a human would have made it. The brain evolved, to create what we call intelligence." Wtf😂 So it's beyond our comprehension but it evolved by itself? The brain is clearly a design from an intelligent designer. The body itself let alone the eye is complex. If y'all can't see that then you just don't think for yourselves

More about evolution please ❤

Great explanation!

it doesn’t

Increadibly bad background music.. Whish it could be muted, since the video is very interesting.

What I find interesting about the theory of evolution is that it makes a lot of sense, but people seem to shut off their brains. They just think this is reasonable and that is reasonable, but never ask "this is too convenient, this is not how the world works". Take this video for example. Nice theory and all, but gloss over the fact that there is no intermediate steps taking place as well as no intermediate models in existence. This means that even though theoretically it makes sense, in reality it is far from conclusive.

Wrong. You discounted and ignored the waters of life. Every culture in every content spoke of it. The living waters. Waters of life. Water with healing properties that gave long life. It also changed dna selection and mutations as we know them. Since we assume life spans were never different. Even if all the cultures told us otherwise.

As humans, we need our bodies for sustenance and procreation. Machine learning has neither of these limitations, and can still access reinforcement learning through simulated bodies. I think fascinating times are ahead, for both the fields of neuroscience and machine learning, as we compare a physical brain, with the ability to simulate ideas, with a simulated brain, with the ability to simulate a corporeal form.

🔥❤️

Very thought provoking. Thanks.

amazing video

horrible background music makes it very hard to concentrate on the video

What we are calling intelligence is not being applied to anything useful.

ive watched this video like 6 times lol

Human beings are insane... literally insane just to have more food more sex and a bigger house....