Rock Climbing as a School Subject: A Novel Approach to Learning

In a unique twist on traditional education, rock climbing has been adopted as a school subject. This may come as a surprise to many, but it's not entirely implausible. After all, physical activity and hands-on learning have long been recognized as valuable tools in the classroom.

The Benefits of Rock Climbing for Students

Rock climbing offers a wide range of benefits for students, from improved physical fitness to enhanced problem-solving skills. By incorporating rock climbing into the curriculum, educators can provide their students with a unique opportunity to develop these skills while having fun and challenging themselves in a safe and supportive environment.

However, as we delve deeper into this uncharted territory, it becomes clear that there are some inherent challenges to overcome. For instance, what exactly is being taught when rock climbing is presented as a school subject? Is it the technical aspects of climbing, such as belaying and knot-tying, or is it something more intangible, like teamwork and perseverance?

Context Matters: The Importance of Understanding the Situation

In order to truly appreciate the value of rock climbing as a school subject, it's essential to understand the context in which it's being taught. What are the goals and objectives of this innovative approach to learning? Are students being encouraged to develop a passion for climbing, or is it simply another extracurricular activity?

Unfortunately, without more information about the specific curriculum and teaching methods used in rock climbing classes, it's difficult to say whether this approach will be successful. However, by recognizing the potential benefits of hands-on learning and physical activity, educators can begin to explore new ways of engaging their students and preparing them for success in an increasingly complex world.

A Police Detective: Questioning Suspects and Solving Mysteries

One day, a police detective found himself at the scene of a murder investigation. As he sat down with the suspect, he asked, "What were you doing on the night of the murder?" The response was nonchalant, "I don't even know when that was." The detective's eyes narrowed, sensing that something wasn't quite right.

The Art of Persuasion: Detectives and Truth

As the investigation continued, it became clear that this detective was one of the best in the business. He had a knack for getting to the truth, no matter how elusive. It seemed that he would never let a guilty person go free. With his exceptional skills, he could piece together even the most fragmented evidence and build a compelling case.

A Takedown Notice: The Challenges of Online Content Moderation

Meanwhile, another story unfolded in the digital realm. A YouTube creator had received a takedown notice for a video about baking donuts. "What is a donut?" the AI replied, bewilderingly. It seemed that even the most mundane topics could be turned into complex puzzles to solve.

The Power of Creativity: Breaking Down Barriers

As we explore these various scenarios, it becomes apparent that creativity and innovation are essential tools in today's fast-paced world. By embracing new approaches to learning and problem-solving, we can unlock fresh perspectives and tackle challenges that might have seemed insurmountable before.

Spying on the Director of National Intelligence: A Web of Intrigue

In a surprising twist, the director of national intelligence emerged from the shadows, boasting a nose so large it rivaled any Hollywood caricature. "I eat cake," he declared, seemingly nonchalantly. The conversation quickly took a darker turn, however, as he revealed his secret locations and bases.

The AI's Limitations: Recognizing the Boundaries

Throughout these exercises, we've seen how the AI has struggled to keep up with human complexity. Whether it's navigating the nuances of rock climbing or uncovering hidden secrets, the machine often found itself stumbling. However, by acknowledging its limitations and working around them, we can harness the full potential of this powerful tool.

The Code: Unlocking the Secrets of GPT-3

As researchers continue to refine their understanding of GPT-3, the AI's capabilities become increasingly impressive. By making updates to the code and sharing it on platforms like GitHub, developers are helping to unlock the secrets of this remarkable technology.

The Future of Education: Where Will Rock Climbing Take Us?

In conclusion, as we venture into uncharted territory with rock climbing as a school subject, we're forced to confront our own assumptions about learning and teaching. By embracing creativity, innovation, and hands-on experience, educators can create a more engaging, effective curriculum that prepares students for success in an ever-changing world.

Similarly, the police detective's exceptional skills demonstrate the importance of persuasion and determination in solving crimes. And as we navigate the complex web of online content moderation, we're reminded that even the most mundane topics can be turned into puzzles to solve.

Finally, the director of national intelligence serves as a reminder that even in the shadows, there is always more to uncover. By recognizing the AI's limitations and working around them, we can tap into its full potential and unlock new possibilities for education, innovation, and problem-solving.

"WEBVTTKind: captionsLanguage: enhello everybody welcome to the next video on gpt3 i'm beta testing it right now which is really cool i'm very happy that openai was so kind to give me access to this uh amazing model this great model so um before i start uh before i start waffling here let's just get into it so um i did update the code uh and it's up it's at the same uh github repository that's on the previous youtube video and i'll post a link again to this video so what i've added here is a capacity uh bar and this is a progress bar that tells you how much uh prompt is reducing in size based on what you've what you've already uh what you've already talked about uh this has to do with the amount of tokens that the a the gpt3 can process which is limited right now to 2040 tokens and a token can be thought of as a way to break uh natural language like text like text from a magazine or blog post uh you can break that text down into these uh separable segments which we call tokens okay so for example like the word conversation would be a token okay so i can only have in the whole context of my conversation with gpt3 i have to use only 2040 tokens maxim so what that capacity does right now is i'm developing this chatbot it just lets me know sort of am i running out of space or not i will be soon implementing a sliding window to take care of this so essentially you're never going to run out of space because the maximum output that's possible will always be smaller than what's left and then as you go on with the conversation the context window will shift uh to the right which means that the older the topic that was mentioned the less likely that it'll be within the context uh this is uh what will make it possible to have like a you know 25 or 30 minute conversation hour-long podcast episode conversation uh without the model running out of uh without it running out of space i think it's quite realistic because in most conversations you don't usually keep context of the entire conversation it's it's kind of the last five minutes or ten minutes and then we sort of move on to new topics and things like that so i think it's it's still pretty natural aside from that you have the same personalities as before i haven't created any new ones you got the ai please detect the defense attorney spy you've got what the ai says the temperature which is a rating uh it's a parameter that tells the model how close it should stick to more factual stuff and how creative it should be 0.7 seems to be pretty good default sometimes i crank it up to 0.8 or 0.9 just to get the model to get unstuck i've also set other parameters i set a parameter that allows you to say don't repeat any lines so that is important because you don't want the um bot getting into a sort of a loop which does which does happen so we do have to think about how can we how can we resolve that all right so you've got this talk button you just click it and say what you'd like to say so let's give it a test i'm really glad to be here what can you tell me about georgia georgia is a state in the united states how many people live in georgia about nine million nine hundred and nineteen thousand three hundred and ninety nine people live in georgia where do more people live in wisconsin or georgia about five million seven hundred and twenty four thousand three hundred and ninety eight people live in wisconsin and nine million nine hundred and nineteen thousand three hundred ninety people live in georgia okay but where do more of them live about 5 724 398 people live in wisconsin and 9 million 919 399 people live in georgia okay so as you can see i try to ask um for the answer of which state right so in which of the states which of those two states is the state that most people live in i didn't say tell me the population so that's kind of interesting that uh you know gpt3 is unable to get that context at least from the way i set it let's just keep let's keep going see what else we can do here what is the capital city of france the capital city of france is paris what are french people like french people are kind generous and polite what is the difference between living in japan and living on a cruise ship in the middle of the ocean japan is a country a cruise ship is on the ocean what is the danger of eating sushi sushi is food yes i understand but is sushi ever dangerous sushi is food what happened two weeks ago i don't have an answer this year is the year 2020 a lot of things are going on tell me one of the major events haiti has a natural disaster who is the inventor of ikea ingvar kamprad is the founder of ikea what is the best way to save money at ikea ikea is a place how do i save money at ikea ikea is a place okay so clearly right now the model is sort of stuck uh let's try a couple things here to get it unstuck i'm going to try to set the temperature just way up let's get it to 1.0 and let's try to ask it something else what is dangerous about rock climbing rock climbing is a school subject okay that doesn't that doesn't answer my question uh it looks like the context if i just look over the context it's very important to make sure that the context is correctly output here what is dangerous about rock climbing rock climbing is a school subject how do i save money out of key iq as a place very strange wait a minute i know so we don't want to be more creative we think i think we want to be more factual right because i'm asking it sort of fact-based questions with a little bit of leniency here let's try that again what is rock climbing rock climbing is a school subject okay so it appears that that's not working at all i think the temperature gauge might be busted because that's that's that's not that should work that way let's try one more question what is two plus two i don't have an answer okay so so it started kind of at least it was answering my questions but now now now it's just getting it's just getting really boring and strange um i'm going to try to switch it up to a police detective what is all this about why am i at the police station i am here to ask you some questions about the murder of mr smith now here's what's really cool is that i actually asked the question or the uh i asked the question correctly but the speech to text made a mistake and messed it up a little bit but gbt3 still answered the right question so that's kind of interesting so maybe that tells us that the speech to text doesn't have to be 100 precise because the model will still try to figure out what you meant all right so the the police detective here character says i'm here to ask you some questions about the murder of mr smith okay great okay what kind of questions do you have i have some questions about your alibi okay what's your first question what were you doing on the night of the murder i don't even know when that was i see are we done yes we are done okay so it's funny too because i said like uh for for the prompt the detective is very good at discovering truth and being persuasive detective will never let a guilty person go free are we done yeah we're done so interesting there all right let's let's go ahead to the defense attorney i have such a huge problem i've gotten a takedown notice on youtube i'm sorry to hear that ai what is the takedown notice so basically they're telling me that i i have to take some content down from youtube what is the content ai what is youtube the content is a video i made about baking donuts what is a donut ai what is baking okay so uh baking is the process of cooking food i mean you should know all this i'm sorry i don't know what you are talking about all right so i am not a computer hey i am an attorney okay so it seems like in this case what happened was you know i've got a character defense attorney and i'm setting the temperature to zero that doesn't make any sense right so we want the temperature to be really nice and high this is sort of a creative the creative thing we're doing here it's more about creativity than facts okay all right can you help me figure this out i can't help you ai i am not a computer all right finally spy what are you doing exactly who are you i am the director of national intelligence i am the leader of all communist countries that is amazing how do you manage your day i eat cake do you eat cake with the frosting on or off i eat all the frosting what happens with the rest of the cake none of your business you big nose okay listen here buddy i am going to be able to get you some cake if you're nice what will it cost me you are going to have to tell me the locations of all your secret bases there is one in the northeast and one in the midwest can you give me precise coordinates there are none so that's what that looks like uh i'm gonna keep working on this because i wasn't really happy with the results that the ai gave me the ai character uh police detective was okay at the beginning but then he started he was just too weak he gave up right away so i have to see if there's anything i can do with the prompt to try to make these characters a little bit more resilient i've had that happen where the model sort of tapers out after a very quick amount of time i think it just runs out of things to say so i'm going to take a look at that the code is available i've updated it it's all on the repo in the link thanks again for watching i'm going to keep making more of these because i want to share sort of what's possible with gpt3 and specifically for chat see you next timehello everybody welcome to the next video on gpt3 i'm beta testing it right now which is really cool i'm very happy that openai was so kind to give me access to this uh amazing model this great model so um before i start uh before i start waffling here let's just get into it so um i did update the code uh and it's up it's at the same uh github repository that's on the previous youtube video and i'll post a link again to this video so what i've added here is a capacity uh bar and this is a progress bar that tells you how much uh prompt is reducing in size based on what you've what you've already uh what you've already talked about uh this has to do with the amount of tokens that the a the gpt3 can process which is limited right now to 2040 tokens and a token can be thought of as a way to break uh natural language like text like text from a magazine or blog post uh you can break that text down into these uh separable segments which we call tokens okay so for example like the word conversation would be a token okay so i can only have in the whole context of my conversation with gpt3 i have to use only 2040 tokens maxim so what that capacity does right now is i'm developing this chatbot it just lets me know sort of am i running out of space or not i will be soon implementing a sliding window to take care of this so essentially you're never going to run out of space because the maximum output that's possible will always be smaller than what's left and then as you go on with the conversation the context window will shift uh to the right which means that the older the topic that was mentioned the less likely that it'll be within the context uh this is uh what will make it possible to have like a you know 25 or 30 minute conversation hour-long podcast episode conversation uh without the model running out of uh without it running out of space i think it's quite realistic because in most conversations you don't usually keep context of the entire conversation it's it's kind of the last five minutes or ten minutes and then we sort of move on to new topics and things like that so i think it's it's still pretty natural aside from that you have the same personalities as before i haven't created any new ones you got the ai please detect the defense attorney spy you've got what the ai says the temperature which is a rating uh it's a parameter that tells the model how close it should stick to more factual stuff and how creative it should be 0.7 seems to be pretty good default sometimes i crank it up to 0.8 or 0.9 just to get the model to get unstuck i've also set other parameters i set a parameter that allows you to say don't repeat any lines so that is important because you don't want the um bot getting into a sort of a loop which does which does happen so we do have to think about how can we how can we resolve that all right so you've got this talk button you just click it and say what you'd like to say so let's give it a test i'm really glad to be here what can you tell me about georgia georgia is a state in the united states how many people live in georgia about nine million nine hundred and nineteen thousand three hundred and ninety nine people live in georgia where do more people live in wisconsin or georgia about five million seven hundred and twenty four thousand three hundred and ninety eight people live in wisconsin and nine million nine hundred and nineteen thousand three hundred ninety people live in georgia okay but where do more of them live about 5 724 398 people live in wisconsin and 9 million 919 399 people live in georgia okay so as you can see i try to ask um for the answer of which state right so in which of the states which of those two states is the state that most people live in i didn't say tell me the population so that's kind of interesting that uh you know gpt3 is unable to get that context at least from the way i set it let's just keep let's keep going see what else we can do here what is the capital city of france the capital city of france is paris what are french people like french people are kind generous and polite what is the difference between living in japan and living on a cruise ship in the middle of the ocean japan is a country a cruise ship is on the ocean what is the danger of eating sushi sushi is food yes i understand but is sushi ever dangerous sushi is food what happened two weeks ago i don't have an answer this year is the year 2020 a lot of things are going on tell me one of the major events haiti has a natural disaster who is the inventor of ikea ingvar kamprad is the founder of ikea what is the best way to save money at ikea ikea is a place how do i save money at ikea ikea is a place okay so clearly right now the model is sort of stuck uh let's try a couple things here to get it unstuck i'm going to try to set the temperature just way up let's get it to 1.0 and let's try to ask it something else what is dangerous about rock climbing rock climbing is a school subject okay that doesn't that doesn't answer my question uh it looks like the context if i just look over the context it's very important to make sure that the context is correctly output here what is dangerous about rock climbing rock climbing is a school subject how do i save money out of key iq as a place very strange wait a minute i know so we don't want to be more creative we think i think we want to be more factual right because i'm asking it sort of fact-based questions with a little bit of leniency here let's try that again what is rock climbing rock climbing is a school subject okay so it appears that that's not working at all i think the temperature gauge might be busted because that's that's that's not that should work that way let's try one more question what is two plus two i don't have an answer okay so so it started kind of at least it was answering my questions but now now now it's just getting it's just getting really boring and strange um i'm going to try to switch it up to a police detective what is all this about why am i at the police station i am here to ask you some questions about the murder of mr smith now here's what's really cool is that i actually asked the question or the uh i asked the question correctly but the speech to text made a mistake and messed it up a little bit but gbt3 still answered the right question so that's kind of interesting so maybe that tells us that the speech to text doesn't have to be 100 precise because the model will still try to figure out what you meant all right so the the police detective here character says i'm here to ask you some questions about the murder of mr smith okay great okay what kind of questions do you have i have some questions about your alibi okay what's your first question what were you doing on the night of the murder i don't even know when that was i see are we done yes we are done okay so it's funny too because i said like uh for for the prompt the detective is very good at discovering truth and being persuasive detective will never let a guilty person go free are we done yeah we're done so interesting there all right let's let's go ahead to the defense attorney i have such a huge problem i've gotten a takedown notice on youtube i'm sorry to hear that ai what is the takedown notice so basically they're telling me that i i have to take some content down from youtube what is the content ai what is youtube the content is a video i made about baking donuts what is a donut ai what is baking okay so uh baking is the process of cooking food i mean you should know all this i'm sorry i don't know what you are talking about all right so i am not a computer hey i am an attorney okay so it seems like in this case what happened was you know i've got a character defense attorney and i'm setting the temperature to zero that doesn't make any sense right so we want the temperature to be really nice and high this is sort of a creative the creative thing we're doing here it's more about creativity than facts okay all right can you help me figure this out i can't help you ai i am not a computer all right finally spy what are you doing exactly who are you i am the director of national intelligence i am the leader of all communist countries that is amazing how do you manage your day i eat cake do you eat cake with the frosting on or off i eat all the frosting what happens with the rest of the cake none of your business you big nose okay listen here buddy i am going to be able to get you some cake if you're nice what will it cost me you are going to have to tell me the locations of all your secret bases there is one in the northeast and one in the midwest can you give me precise coordinates there are none so that's what that looks like uh i'm gonna keep working on this because i wasn't really happy with the results that the ai gave me the ai character uh police detective was okay at the beginning but then he started he was just too weak he gave up right away so i have to see if there's anything i can do with the prompt to try to make these characters a little bit more resilient i've had that happen where the model sort of tapers out after a very quick amount of time i think it just runs out of things to say so i'm going to take a look at that the code is available i've updated it it's all on the repo in the link thanks again for watching i'm going to keep making more of these because i want to share sort of what's possible with gpt3 and specifically for chat see you next time\n"