AI, Machine Learning, Deep Learning and Generative AI Explained

Nice one

Great job. If you have online classes I will love to register for the full course.

This made the concept much easier to understand.

I really love how you explain things. Thanks.

Thing's like that!

👏👏👏👏

In this world of artificial intelligence, WHAT IF there were a super-computer with such a vast understanding of the text, original intent, history, previous interpretations (and misinterpretations) etc. of the United States Constitution that it would be recognized as the preeminent authority on that document? Although the super-computer's renderings would be non-binding, they would be widely available to government officeholders and to the general public and could be used to gauge how closely Congress and the Courts and the Executive coincided with or diverged from its renderings. WHAT IF? This interesting question is the basis for my short story "THE SENTRY; The Story of the Constitution-Reading Super-Computer".in my book "POTPOURRI; A Collection of Short Stories by Diana McGinnis."

casually writing backwards,bro thinks he is shinji

thank you for this useful explaination

when you mentioned Deepfake i start questioning myself, could this man who is explaining this is also a deepfake? one day or maybe last year the deepfake might has gotten so good that we can't tell anymore what's real or fake

Thank you for you information your videos are very easy and understandable. Thank you.

do you think Ai could predict the future better than humans??

Thanks

Great, easy and simplified explanation.

I’m blown away by how good this tutorial is!

07:30 horrible example. cope harder.

Your editing skills are insane!

ML G AI

Ai G LM

THANK YOUUUUU you've made 100 times easier for me to understand and it makes you 100 times smarter than other explainers

Many topics covered with simple words.

2:21 NOOOO NOT LISP!!!!!!!!

Dude that programming language was a nightmare, idk how I managed to pass that part of the class :')

Anyon-Quasiparticle-Qubit-Electron.

An anyon is a unique type of quasiparticle that exists exclusively in two-dimensional (2D) systems, possessing physical properties that fall strictly between those of fermions and bosons. First proposed in the 1970s and named by Nobel laureate Frank Wilczek, anyons are central to modern quantum physics and the development of topological quantum computers. /Wikipedia/

Book: "Why nobody understands quantum physics"

" ... under specific conditions, particles or electrons split into quasiparticles. It turns out that even those fundamental, seemingly inseparable particles are capable of family expansion .... These new parts-of-particles are neither fermions nor bosons. Frank Wilczek called them anyons (from the word 'anyone'). Also these anyons can be far apart, they always remain mysteriously linked by an invisible, highly elastic thread". /Page 291, by Frank Verstraete and Celine Broeckaert/

“But what practical use can we make of these anyons? … Designing a computer that operates on anyons and their permutations, could, in principle, overcome this obstacle, since the superpositions would then be protected by the intrinsic topological properties of the anyons.” /Page 292/

So how is all this even possible? …. Alexei Kitaev: the principle of quantum error correction is equivalent to the existence of anyons (those ‘quasiparticles’ from the quantum Hall effect) in highly entangled quantum systems” /Page 320/

This method involves simulating a system of (artificial) anyons using a system of ordinary qubits.” /Page 321, by Frank Verstraete and Celine Broeckaert/

So! “…under specific conditions, particles or electrons split into quasiparticles” which are “anyons” and which are “qubits” !!!

Similarly.

These specific conditions can be observed during the collapse of the Schrödinger wave function (Ψ). Born's electron (with probability |ψ|²) leaves an atom and splits into quasiparticle, which is an "anyon," and which is a "qubits".

Question: Can an electron really be a qubit of information?

What a amazing video i got..... Next level Explaination

Ai, A capital i, I.

Al, A lowercase L, Al

IA

IAI iAi (LaL lAl) |A| absolute value, AV

A.I. artificial intelligence is flipping you off😆
A.I.A

Artificial intelligence
Artificial insemination
Artificial introspection 🤔
A... Inscription
A... Inception- Deception

A.D.

...

IBM
MBI Men In Black

Anyone KNOWS how in the world does he write on glass, and gets the video to be that clear?

I get that he flipped the video to make the words read the right way. But, what tool did he use to actually draw with those neon pens... that was pretty cool, too.

Does Ai keep the things a person asks, to this one person? Or does all the information go into a big pool?

IBM focus on Agentic AI makes complex innovation easier to understand and explore. Lifewood strengthens such technologies through human reviewed data annotation, quality assurance and scalable content production globally today.

Excellent explanation!

Nice simple explanations.

Excellent summary!

ok

well

We are living through the beginning of the end of the world. We are actively trading our humanity for efficiency.

the battle network series by capcom shows the best case use of ai.

what are some good exampleof machine learning to know about

And I have zero use for any of it. None whatsoever.

the music notes analogy actually clicked for me, never really got how generative ai worked until now

Amazing work!

ChatGPT

the only deep fake is you and your companies who sell lies to people.

I like how he talks about 'deep fakes' at around 8:17 and mentions 'parodies' etc. Unfortunately the other 99.9% of it's use is going to be for really bad purposes.

4:45 I was doing ML in the early '90s with (shallow, hetero/auto-associative, back propagation) neural networks trained against huge volumes of (coupon) offer redemption history data. The parameters were the offer attributes linked to the redemption rate over a series of months. My system (called Pandora) did a decent job of creating offer redemption curves, AND (in auto-associative mode) it could construct a good performing offer from an incomplete set of offer attributes. It failed because management did not want to field a system they could not financially audit. Of course you can't really understand an unlabled hypersurface in an everyday human sense. AND it didn't help that I chose the name Pandora! 😉

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you ppl in this comment section are funny😂

Fantastic vid for someone like me who is just getting into this space - thanks IBM for the free resources :-)

why you guys keep calling it AI?

AI as Aritifical Intelligence does not exist in 2026.

A machine cannot think and cannot recognise common sense, because artificial intelligence models are built by humans and trained on human-created content, all AI results are susceptible to bias, there is nothing intelligence about it. AI is just a search engine.

Companies should stop using the term AI to sell products or services. It is false advertisement. It should be prosecuted.

It your company make software, please don't put AI at the end of your product description, maybe jsut put the version number indicating that it is an advanced product with respect to the previous one.

In 2010 software was good. In 2015 software was better, In 2020 software was better, In 2026 we expect to see software with a great level of improvement, but it is not AI.