What is ChatGPT doing...and why does it work?

Ah. That's why they call the API "completion". I worked with something called "Hidden Markov Models" to decompose documents and recognize parts like title, author, subject etc. this was done by training on already labelled documents until the model had a "path" of most likely joined words.

Would Wolfram Alpha ever be integrated into other Language AI such as Grok? Or, is it bound to ChatGPT by an agreement?

umm eee uhhh

I wonder how our Neural net AI compare to other living multicellular intelligence: Plants root neuron analogs, fungi's action potential networks, basic cnidarian nerve nets, bacterial biofilms etc.

omg so much fucking videos

How does ChatGPT figure out if there is a dog in a cat suit while looking for cats? You started explaining but I don’t recall the answer.

I was watching my emkay and now Im here. What

the brain is just a bunch of cells that randomly send signals to each other by trial and error bouncing signals all over the place and just by random chance alone does it seem to produce some intelligent behavior. what ever is rewarding and discarding to a cell is purely energy constrained to the cell. there is some chemical basis we see in bacterial colonies that has the way the cell regulate its metabolism is directly related to how neurons alter how these chemical releases are regulated. there is no purpose behind biology. its just a emergent property itself from chance.

appear that dumbness is equally that of average human to machine dialogue.

ehm ehm ehm ehm ehm ehm whole video

Would love to listen further but so many "uh"s and "ummm"s it just drove me nuts!

Ask ChatGPT to list celebrities with last name of Charles and it can't do it. But then when you point out that "Prince Charles" does not have "Charles" as a last name, it apologizes for its mistake, and then repeats the mistake. It's slow to learn.

Type in a system of linear equations and it can't solve it. It can't "understand" the concept of substitution by confining a variable to one side of the equality sign before making a substitution. In other words, it will try to drop x_2 = 0.5X_2 - 5X_1 + 3 into another equation.

It spreads common misconceptions, instead of being a remedy to common misconceptions.

Imagining troll farms inserting Tesla after every word to work as a subliminal hashtag so that predictive models always aim back to certain predetermined word patterns.

Difference between trained on text vs video? Proliferation of 'words' "like, aaaa, ummm", lol

Should be awarded a NOBEL prize for this tutorial. Well played.....

Love this. I knew a lot of this, but it was still great to hear it expressed in a clear and systematic way.

I went asleep and in the morning I ended up here

Expertly explained in a way understandable to a large set if people. Bravo.

idk how my laptop played this for 2 hours and didnt die when i was asleep

Great info Thx!👍

stick to AI...you will need ChatGPT'a help to advance expertly in the other areas. stay out of politics...your Trump analogy is very sophomoric.

Please disregard my previous comment as I have figured out that your comments relate to Chat GPT 4, whereas Chat GPT's generated text relate to a previous version of GPT (e.g.., sometime before October 2021)

Any comments on the following which has been generated by Chat GPT which seems to disagree with your suggestion that Chat GPT does NOT typically chose the word with the highest probability...."? When you say that Chat GPT uses an "argmax strategy, where the model chooses the word that maximizes the probability according to its "internal calculations"", is this saying that the model always choses the word that has the highest probability of succeeding the initial sequence of words?
ChatGPT
Yes, that is correct. When I mentioned the "argmax strategy," it means that ChatGPT typically chooses the word that has the highest probability of succeeding the initial sequence of words.

During text generation, ChatGPT calculates a probability distribution over its vocabulary, which represents the likelihood of each word being the next word given the preceding context. The model's internal calculations assign probabilities to different words based on the patterns it has learned from its training data.

The "argmax strategy" refers to the approach of selecting the word with the highest probability from the calculated distribution. In other words, ChatGPT chooses the word that maximizes the probability according to its internal calculations.

By selecting the word with the highest probability, the model aims to generate text that is more likely to be coherent and contextually appropriate. This strategy allows the model to make informed decisions based on the patterns it has learned during training and choose the most probable next word based on the given context.

It's worth noting that while the model often favors the most likely word, there can be cases where ChatGPT introduces some controlled randomness or diversity, such as using temperature scaling, to produce alternative outputs or explore different word choices. However, the primary approach is to choose the word with the highest probability based on its internal calculations.

Hah? I woke up to this for tge SECOND time !?

i fell asleep and my computer autoplayed this whole thing 😪

Very insightful area to learn from. Thank you.

Man ir tep gera nerek tu intlektu hujektu i gera ka zmoniu gyvu y robut man nerek

ok

Cfgggf

let me guess… everyone fell asleep and then woke up to this livestream playing, am i right?

Wolfram is an AI right?

I woke up to this 3 hours in?

Thank you

Blacks are always the criminals, poor, in the background, asking questions and subordinate in Hollywood movies. Its an agenda. The China film administration is better than Hollywood. Hollwood really Hates Black on Blacks Love. Black men not allowed to have their own Hair & must be bald headed in every single Hollywood movie.

wow

I fell asleep and woke up on a completely nother video now im scared bc I am not in work or anything someone save me :) Im just a kid lol

Umbrella ah ah intellectual waste of time

LOL

i just woke up to this playing…?

What is wrong with this guy? Does he know what he's talking about?

Super dooper