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11 Warnings About Using AI in Content Creation. Yes, that includes podcasting.

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Thank you for joining me for The Audacity to Podcast. I'm Daniel J. Lewis.

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Artificial intelligence or AI has made huge leaps in abilities within a very short time.

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It was only a few years ago that I felt on the cutting edge teaching how to use AI tools

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like Jasper, originally called Conversion AI, and even Jarvis. Even before ChatGPT

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was released, I was playing with AI tools. Now AI has become so prominent that it's

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almost surprising if a software company of any size is not offering some kind of AI-based

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solution. While inflation has skyrocketed the prices of almost everything, the cost

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for accessing AI has significantly dropped. When I first started using AI, a good plan

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with access to only one central AI system and very limited abilities cost $99 a month.

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But now you can use a tool like Magai to use a whole bunch of different language and image-based

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AI tools starting at only $19 a month. Now, full disclosure, I am an affiliate for Magai,

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but I'm also a customer. In fact, my yearly subscription just renewed. But if you purchase

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through my link on my website, that is an affiliate link, I do earn a commission from

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that. But I recommend things I truly believe in, regardless of earnings, and I'm a customer

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myself. All this AI potential means we need to quote the line from Spider-Man, "With

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great power comes great responsibility." And thus why I want to share these warnings

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with you to advocate for a responsible use of generative AI, large language models, machine

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learning, or whatever you want to call it. And these terms are often used interchangeably.

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These warnings apply to all kinds of content creation, not only podcasting. It could be

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blogging, it could be posting on social networks, it could be making videos for YouTube, which

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is not podcasting. I'm still going to do an episode about that soon. And in case you're

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wondering, I did not use AI to create any of this content. But I might be using some

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AI to transcribe or help me market this content. In fact, I did ask an AI a question related

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to this content just out of curiosity to see what the AI gave me. And I looked at the results

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and thought, okay, that's content, yes, but that doesn't communicate what I want to communicate.

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So I completely ignored everything it gave me and made my own content, which I was doing

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anyway. And so no AI used in the making of this content. And a little aside too, most

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of these warnings I'm going to share with you apply to generative AI, but not what we

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could call repurposing or enhancement AI. I want this to be clear. Because if you are

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using an AI to enhance what you do, that's different from this. I'm talking about using

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AI to essentially create something from nothing. I still think AI can be a great assistant

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on your content. And the emphasis there is on and your content. Not creating it for you,

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but doing something with the content you already created. For example, processing audio or

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video, clipping excerpts, suggesting marketing approaches, improving how things communicate,

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repurposing, and more. All of these things start with your intelligence. And then the

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AI works from that. But I see most of these warnings that I'm going to share with you

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as applying solely to generative AI, or when you start with nothing but a prompt. So now

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onto the warnings. If you'd like to follow along with the notes, they're a simple tap

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or swipe away inside your podcast app or go to theaudacitytopodcast.com/aiwarnings.

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Warning #1. Undisclosed use of generative AI can get you in trouble. YouTube, social

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networks, and lots of other websites and platforms are starting to require you to disclose whenever

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you're putting out content generated by AI. And I think this is a good thing to do as

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it helps the potential audience know what kind of quality to expect. Even for things

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like podcast transcripts, it's good to disclose whether AI was used to transcribe the audio.

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As I mentioned in my previous episode about using podcast transcripts, and the link to

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that is in the notes for this episode, someone on your podcast might say "I love to lil

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puppies" but the AI might transcribe it as "I love to kill puppies". Sometimes

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even omitting a single word can drastically alter the meaning. For example, imagine accidentally

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omitting the word "not" in a sentence like "I'm not guilty". This doesn't

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necessarily mean you must disclose every time you use AI in any capacity. Like you should

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be disclosing whenever you're compensated for anything you talk about. I've done

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a whole episode previously about disclosing when you're compensated. Go listen to that

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episode, it's really important for you. Link in the notes. But you should be aware

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of the requirements of the platforms and seek to always be above reproach. Don't seek

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to see what you can get away with, but always try to be above that, and far above it so

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you never have to worry about if the rules change. And if you're concerned about how

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it might affect your reputation if you disclose every time you use AI, then here's a radical

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thought – maybe don't use AI. And more on that in point 11.

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Warning number 2. AI often hallucinates facts and citations. ChatGPT, Claude, Grok, Gemini,

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and all the text-based AIs we know are also called Large Language Models or LLMs, which

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is what I'll be using to refer to these types of AIs for most of this episode. And

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I think that's a much better term anyway, because they're not actually intelligent.

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They're simply good with language. This is why you'll often see LLMs write something

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that grammatically makes sense, but is conceptually nonsense. In other words, LLMs know how to

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write sentences. For example, I sometimes like to ask AI "Who is Daniel J. Lewis?"

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I don't do that because of any kind of ego complex, but because I'm an interesting

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test subject for LLMs since I am a partially public figure, but I also have a name very

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close to a celebrity, Daniel J. Lewis. Thus, the responses LLMs give me often conflate

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the two of us (a mistake I wish my bank would make) and I've seen responses that both

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describe me as a podcasting industry expert and highlight my roles in There Will Be Blood

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and The Last of the Mohicans. I'm sure I'm not helping any LLMs scraping my content by

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writing that information together in close proximity like that in my notes for this episode,

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but that's where people have to look over this.

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So for anything an AI or an LLM writes for you or creates for you or whatever it is,

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I urge you to fact check it. I've even seen some responses completely make up citations

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that don't exist. So even if it says "According to CNN or according to such and such study

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by such and such doctor, this is the thing" look that up and if you can't find it, don't

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use it. Make sure you fact check. Make sure you check any citations if it gives you one,

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even if it looks like a valid URL, visit it. If it's a broken link and you can't find

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the replacement, do not use it.

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Warning #3. AI lacks humanity. From the moment of conception, you have been a unique being

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of tremendous value and potential with unique DNA, unique experiences, unique thoughts,

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unique emotions, and more. Like a snowflake, there will never be someone or something exactly

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like you. Not even an AI trained on all of your content. Like a comedian recently had

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done to him after he had died, it still wasn't him and it wasn't as funny as he was. That's

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what a lot of people were saying. That even led to a whole lawsuit.

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AI is not an actual intelligence and I believe it never will be. And AI will never be human.

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But you are. You can feel, express, and empathize through emotion. You can question, explore,

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change your mind, or change other people's minds. You can create things of great beauty

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and originality with no outside prompting. And it's because of this that I think AI

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can never replace you. While it might have better skills than you in some areas, it will

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never beat the quality and personableness (which is an actual word) that you can offer.

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#4. AI-created images can be humiliating. AI image models have produced some hilarious

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or nightmarish results and lots of things that are physically impossible. Like how AI

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can hallucinate facts and citations, it can also make images that look real until you

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actually pay attention to the details. And sometimes you don't even have to look very

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closely to realize how ridiculous it looks even though it looks like a real photograph.

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Like the classic thing of a hand shaking a hand that's shaking another hand. Where

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you see just this arm with two hands coming out of the arm in the middle. It looks like

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an actual photograph because of the quality of it, the lighting, the shading, all of that.

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But you know looking at it, that's impossible. That's not real. That's you using your

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intelligence that is more intelligent than the "artificial intelligence". Emphasis

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on the artificial part there. And here are some things, lest you think this is like old

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models and I have seen some newer models that do things a lot better, certainly. So the

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problems that you see and that gets made fun of. And I love the minions in a trailer for

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Despicable Me that's coming out that makes fun of this whole AI thing. It makes total

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sense. And also Babylon Bee has done a funny thing about what's behind AI. But on current

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image models, as of April 2024, I've still seen some examples of problems I've seen

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from images that either I've generated or I've seen other people generate with current

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generation AI models. Backwards hands, limbs that seamlessly merge into the surroundings,

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misspelled text that you might not notice unless you try to actually read it or you

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pay attention to it, device parts that disappear into nowhere, placements that are physically

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impossible, broken, slanted, or curvy lines that absolutely should be straight and connected,

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incorrect size ratios between people or other objects, and more stuff like that, both in

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picture form and especially in video form. Watch out for these things and everything

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else too. And it's not really like I can make a list of here are the 10 things you

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should check every image for because you just have to use your intelligence to check the

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artificial intelligence. So for any image you generate or that someone else gives you

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that they might have generated with AI, look at it very carefully to ensure everything

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about it makes sense and isn't simply a pretty, but embarrassing, combination of pixels.

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For this reason, you might actually want your image AI to make artwork that is obviously

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not photorealistic because then you can get away with some of these things that aren't

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correct. It's like the uncanny valley thing that some people talk about. Like the first

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time that I watched the movie that stars Tom Hanks and Tom Hanks and Tom Hanks and Tom

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Hanks and Tom Hanks and Tom Hanks is basically everyone in the movie, Polar Express. I remember

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I was super into 3D animation at that time and doing some of my own 3D animation work.

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And so this movie was heralded as this is the best 3D animated movie yet. And it is

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so realistic. I watched it and I was freaked out because the facial animations just weren't

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correct and the eye movements were really weird and certain stuff that even as I, a

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very, very junior, inexperienced animator could tell this just doesn't look right.

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It's because they tried to make it look realistic that it looked really bad. If they

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instead went like the Pixar route, which has always looked cartoonish in their original

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movies, their newer movies are so much better and technology's gotten a whole lot better.

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But when you embrace something like that and you don't try to make it look realistic,

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then you get a little bit more artistic license. Like it's totally okay for heads to be disproportionately

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larger than they should be for adults or children or eyes or smiles or expressions or anything

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like that. Animators know this kind of thing that they can get away with and that's totally

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okay. You can do that same kind of thing with AI generated images when you are not trying

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to make it look photorealistic. But anyway, even if you do make some kind of abstract

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or cartoonish or illustrated or 3D looking or whatever it is kind of image, make sure

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you check it. Check all the limbs, check all the text, check the eyeballs, all of that

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stuff. Look very closely at it because it can be really embarrassing if you're putting

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this bad image out there along with content that you're trying to get accepted as professional

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content. And I see this happen quite frequently with businesses, very large businesses that

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I think should know better and yet they make these mistakes. Sometimes want to make fun

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of them and maybe I'll make a website specifically for that or maybe someone else will. Maybe

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you should make a video podcast where you make fun of the bad AI stuff out there. That

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could be really fun. But moving on to warning number five, AI is biased because it was fed

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biased content and programmed by biased people. Now big disclaimer here, the following is

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not intended to push a political or moral direction but just to expose some facts. So

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that said, let me get into this. Please keep that in mind. I'm not trying to push a particular

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political or moral perspective here. Most LLMs lean a particular political and moral

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direction because they were trained with content that leaned that direction. Thus, even if

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not intentional, the outputs will often have the same political and moral leaning. Imagine

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it this way, if the majority of content on the internet, especially the most popular

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sites said that 2+2=5, then LLMs trained from internet content would also propagate that

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fallacy because of how much there is out there, how often that lie is spread, and how many

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places are citing that lie, the LLMs would just also spread that. Furthermore, many of

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the companies behind these AIs or LLMs also lean the same political and moral direction

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as the majority of the internet and so they will favor content from that same echo chamber

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and sometimes even intentionally train the AI to push that agenda. For a great example

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of this, or really a shameful example of this, look at the bad images that Google Gemini

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was originally generating, they later fixed it or tried to, even going so far as to render

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Nazis as Asians or Blacks instead of Whites because of diversity, inclusion, and equity.

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And that's why there's a market for LLMs that lean the opposite direction. Even taking

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out the political and moral leanings, I see LLMs regularly put out "myth information"

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(I just love saying that) even in the podcasting space, like saying that podcast ratings and

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reviews affect your rankings in Apple Podcasts. That is not true. But it's been said so

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many times on the internet that LLMs think it's true. It's the 2+2=5 and so many

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people on the internet have said that, the LLMs think that too, and that's the kind

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of information they will give you. And because of that, and sometimes it's just the nature

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of what content is out there which doesn't necessarily reflect the thinking of the actual

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majority or the actual population of people. It's just within that particular echo chamber.

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Keep that in mind and that's why it happens. Sometimes it's intentional, sometimes it's

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just the nature of the beast. And again, I say this not to push a political or moral

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perspective but just to point out that that does exist and that is a fact of how some

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of these LLMs operate.

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Moving on to warning number 6. Content from AI always needs editing. It's because of

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these previous warnings that I come to this one. Edit, edit, edit. I'd love to hear

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your opinion on this too, but I'm starting to think it reflects worse on someone when

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they put out bad AI-created content than if they put out authentic content with typos

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or small mistakes. What do you think? Do you agree? It's kind of the direction I'm leaning.

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For example, you might accidentally write about George Wishington instead of George

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Washington, but an AI might think that George Washington fought in World War II. Which,

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in case you didn't know, George Washington didn't fight in World War II. In this case,

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your typo is a human error and your meaning could probably still be understood by your

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context. But if you put out something that an AI hallucinated, then people have to wonder

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if you're actually that misinformed, also known as stupid.

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Number 7. AI-generated content raises copyright concerns. In the United States of America

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and some other countries, anything you create is considered immediately and automatically

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protected by copyright. And thus, you reserve all rights to it. That's right, it's really

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not necessary anymore to write "all rights reserved" (at least most of the time). But,

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you also share or forfeit some of your rights when you consent to using some tools or publishing

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through some platforms. For example, most places have clauses in their terms of service

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that allow them to use the content you provide, in whatever form that is, in their own marketing

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materials. This could be as simple as your podcast cover art, visible, with 999 others

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on a grid image for the app's homepage. You have to grant them permission for that.

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They're not going to do that automatically without your permission. You're granting

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them that permission in the terms of service. That's super innocent. Some people might

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read something that allows that in the terms of service and think it's malicious, but

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it's totally innocent. Or it could mean you granted the platform a license to clip

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your content and use that in an advertisement for their platform. Maybe they're saying,

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"Here are all the greatest podcasts!" and then they have a little clip of your podcast

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and someone else's podcast and then someone else's podcast and then they promote their

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own platform. Again, that's innocent. That could even be good for you because you got

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featured! While most of these terms of service have been safe, despite some fear-mongering

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and misinterpretations here and there, some places are starting to update their terms

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of service, which require your consent in order to continue existing on that platform

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or using that platform. And in so doing, you are giving them a license to use your content

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to train their AI tools. Even if your content has a registered copyright, you are still

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granting other places licenses to use your copyrighted content. And if you, the copyright

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holder, share that license or grant that license to someone else, you can't just say, "It's

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copyrighted! You can't do that!" Well, no, you actually said you agreed and gave

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them the right to do that. However, it's been uncovered that many LLMs were trained

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on copyrighted material without any license or permission of any sort from the copyright

00:20:31.160 --> 00:20:37.800
holders. And if you use an LLM to generate new content from nothing, you might potentially

00:20:37.800 --> 00:20:43.600
be infringing on someone else's intellectual property rights. And you would be held liable

00:20:43.600 --> 00:20:49.080
for that. Just like if you hire a cheap "so-called designer" to make your podcast cover art

00:20:49.080 --> 00:20:54.600
for you and they steal images from a Google image search, you would be liable for that

00:20:54.600 --> 00:21:00.960
theft. And you would be liable for any kind of theft if you use an LLM to generate basically

00:21:00.960 --> 00:21:06.480
stolen content. Some might argue that this isn't very different from going out and

00:21:06.480 --> 00:21:11.360
reading all the content yourself and writing your own conglomeration of your newfound knowledge.

00:21:11.360 --> 00:21:17.720
But even then, you can be guilty of plagiarism by putting forth something as your idea when

00:21:17.720 --> 00:21:22.160
it was actually someone else's. And the more niche the subject is, the less information

00:21:22.160 --> 00:21:27.960
there was to train the AI, or that there is now to train whatever AI models are learning

00:21:27.960 --> 00:21:34.960
content currently, and thus the higher chance of it outright copying other information or

00:21:34.960 --> 00:21:39.920
making up something factually incorrect. Go back to number two for that. Like, when I

00:21:39.920 --> 00:21:46.920
first started using AI, none of the AI models knew anything about COVID-19. So if you asked

00:21:46.920 --> 00:21:51.960
it to write about COVID-19, it would make something up, whatever it thought COVID-19

00:21:51.960 --> 00:21:56.280
meant. You had to kind of tell it, "This is what COVID-19 is, now write an article

00:21:56.280 --> 00:22:00.320
about this thing I just told you about." Now, though, the models are more up-to-date

00:22:00.320 --> 00:22:04.960
on their information. But there's going to come a point where you might ask the AI,

00:22:04.960 --> 00:22:09.800
"Who is the president?" immediately after the new president is sworn in, and the AI

00:22:09.800 --> 00:22:14.680
won't know it because the AI is not a source of information, it just knows how to write

00:22:14.680 --> 00:22:20.520
sentences. Or you might ask it certain questions, and it could be quoting from someone else's

00:22:20.520 --> 00:22:25.000
article, it might have done just a little bit of word spinning. You really can't know

00:22:25.000 --> 00:22:31.320
sometimes, because it could be very close, but not quite close enough to be detectable.

00:22:31.320 --> 00:22:38.680
However, this is probably never a problem when you're using AI on your already created

00:22:38.680 --> 00:22:43.320
content. Warning #8. AI might already be stealing

00:22:43.320 --> 00:22:47.480
your intellectual property. And we could put quotation marks around "stealing" there,

00:22:47.480 --> 00:22:52.120
if it makes you feel better. I've had my own original content and images plagiarized

00:22:52.120 --> 00:22:58.960
or directly stolen before. But AI is making it only easier for that to happen, and harder

00:22:58.960 --> 00:23:05.080
for me to catch it. For example, I often talk about my Podcasting P.R.O.F.I.T. Paradigm. P-R-O-F-I-T:

00:23:05.080 --> 00:23:10.120
Popularity, relationships, opportunities, fun, income, or tangibles. I did an episode

00:23:10.120 --> 00:23:14.280
about that just recently. If someone used an AI to talk about podcasting profit and

00:23:14.280 --> 00:23:19.480
replaced only one of those words of mine, it's still theft. But it wouldn't be as

00:23:19.480 --> 00:23:25.000
easy to spot because I wouldn't know which word they took out or what word they put in

00:23:25.000 --> 00:23:31.160
instead. And because LLMs have been trained on a large percentage of the internet, it's

00:23:31.160 --> 00:23:36.680
very possible your own content has already been scraped and used in the training, but

00:23:36.680 --> 00:23:41.600
you might never know. That could be either your written content or your recorded content.

00:23:41.600 --> 00:23:46.480
Many places are proposing legislation that would require AI companies to disclose their

00:23:46.480 --> 00:23:51.940
sources, allow people to have their content removed or exempted, or only use properly

00:23:51.940 --> 00:23:57.480
licensed content for training the AI models. What a novel thought, right? This is why some

00:23:57.480 --> 00:24:02.400
AI companies have taken an interest in purchasing publishing companies that own the rights to

00:24:02.400 --> 00:24:06.800
large amounts of content, then they can use that content to train their model instead

00:24:06.800 --> 00:24:11.920
of having to scrape content off the internet. And I think you should have this protection

00:24:11.920 --> 00:24:17.880
over your own content even without having to do the technical process of blocking the

00:24:17.880 --> 00:24:22.840
AI user agents from scraping your website or transcribing your audio or video. Did you

00:24:22.840 --> 00:24:28.920
even know that you could do that, by the way? You could find out what are the user agents,

00:24:28.920 --> 00:24:33.080
what are the bots that are being used from some of these models, and you can put in your

00:24:33.080 --> 00:24:38.880
robots.txt file on your website to block those bots from accessing your website and hope

00:24:38.880 --> 00:24:44.760
that they respect that. Or you could put in a firewall restriction that prevents any user

00:24:44.760 --> 00:24:49.800
agent that matches that name from scraping your content, but that only works if that

00:24:49.800 --> 00:24:55.480
particular bot is using an identifiable user agent. And I just now got technical for a

00:24:55.480 --> 00:25:01.160
very specific reason. You should not have to understand any of that. You should be able

00:25:01.160 --> 00:25:07.520
to just put your content out there and know no one is going to steal it. So I support

00:25:07.520 --> 00:25:13.940
the idea of saying, companies, you need to stop scraping other people's content unless

00:25:13.940 --> 00:25:19.320
you have their permission to do so. And we as content creators need to pay very close

00:25:19.320 --> 00:25:25.240
attention to the terms of service we say that we're agreeing to. Because many of these social

00:25:25.240 --> 00:25:31.020
media sites are already doing this same kind of thing, or they make some kind of non-obvious

00:25:31.020 --> 00:25:36.200
change to their terms of service. And what do most of us do? We just click that checkbox

00:25:36.200 --> 00:25:41.000
that says, "Yes, I have read and agreed to the terms of service," without actually reading

00:25:41.000 --> 00:25:47.100
what we're agreeing to. And we're signing away our rights, and we don't even realize

00:25:47.100 --> 00:25:54.520
it sometimes. You might be granting permission to these companies to copy your work, and

00:25:54.520 --> 00:25:59.640
then if someone else used one of these LLMs to copy your work, you might not have a good

00:25:59.640 --> 00:26:06.920
case against them because you granted the company to use your work, and that company,

00:26:06.920 --> 00:26:12.240
in their terms of service, say something basically like, "You're also granting anyone who

00:26:12.240 --> 00:26:17.740
uses their product to also use your content." That can get you in trouble, or it can prevent

00:26:17.740 --> 00:26:22.160
you from getting other people, guilty people, in trouble for stealing your content. And

00:26:22.160 --> 00:26:27.240
this is happening. For example, Reddit, Zoom, and XTwitter have used or continue to use

00:26:27.240 --> 00:26:33.480
content on their platforms to train their own AI models, and we've probably given them

00:26:33.480 --> 00:26:37.940
the right to do so. And more and more companies are going to start doing this, and your only

00:26:37.940 --> 00:26:43.640
option is to say, "No, I don't agree to this," and probably delete your account,

00:26:43.640 --> 00:26:48.140
and you miss out on the benefits of using that platform, or that tool, or whatever it

00:26:48.140 --> 00:26:52.920
is. Also watch out for terms of service that allow the AI to train itself from whatever

00:26:52.920 --> 00:27:01.160
you input into the AI. That's the case for ChatGPT, but supposedly not for the API that

00:27:01.160 --> 00:27:07.460
accesses the same OpenAI GPT model, and that's what powers ChatGPT. The ChatGPT is just a

00:27:07.460 --> 00:27:14.120
particular front face for the backend model, and many third-party websites, like Magai,

00:27:14.120 --> 00:27:19.600
can access the exact same model through an API, and API is a way that programs communicate

00:27:19.600 --> 00:27:25.000
with each other. And supposedly, feeding content to the AI and getting content back through

00:27:25.000 --> 00:27:31.940
the API is protected from training that AI on anything. But, you need to read the terms

00:27:31.940 --> 00:27:39.640
of service to know, so don't give it any kinds of special trade secrets or anything

00:27:39.640 --> 00:27:44.760
like that. You might be disclosing something to the AI that should be kept secret. Watch

00:27:44.760 --> 00:27:45.760
out.

00:27:45.760 --> 00:27:51.640
Warning number nine. Claiming "fair use" might require a higher standard. I think anyone

00:27:51.640 --> 00:27:57.240
using AI might face a more difficult time trying to use the "fair use" claim as

00:27:57.240 --> 00:28:02.960
a legal defense if you're taken to court. Especially if you haven't properly disclosed

00:28:02.960 --> 00:28:07.940
your use of AI, like I talked about in warning number one. One of my favorite things to test

00:28:07.940 --> 00:28:13.440
on an image-generating AI is giving it the prompt "Harrison Ford as a pirate". That's

00:28:13.440 --> 00:28:18.520
simple and innocent fun, and I'll probably never publish that for the public. It's

00:28:18.520 --> 00:28:24.640
just something silly I do just to see what kind of result I get. And sometimes, the AI

00:28:24.640 --> 00:28:30.520
models won't generate an image of a celebrity. I think that's sometimes a good idea, because

00:28:30.520 --> 00:28:35.360
then that can prevent some malicious stuff from happening. Sometimes the AI systems know

00:28:35.360 --> 00:28:40.000
how to recognize malicious content and can prevent you from generating that, but they'll

00:28:40.000 --> 00:28:46.440
let you generate something fun, like Harrison Ford as a pirate. But imagine if I used AI

00:28:46.440 --> 00:28:52.560
to make a realistic photo of Harrison Ford using or endorsing my products. That's illegal.

00:28:52.560 --> 00:28:57.400
Using a real photo of them, or even just an artificial photo showing them using my products.

00:28:57.400 --> 00:29:02.520
That would be illegal. Or maybe using a voice or video AI to make Harrison Ford say something

00:29:02.520 --> 00:29:09.640
he didn't say. Indeed, I've seen some intentionally hilarious results with AI. And those kinds

00:29:09.640 --> 00:29:16.620
of things are often excused when they don't cause harm and are obviously parodies. Now,

00:29:16.620 --> 00:29:21.920
this is not legal advice. I'm not saying you can do this, only that this is an observation

00:29:21.920 --> 00:29:27.920
that I see this happening a lot and it's obvious most of the time that these things are parodies

00:29:27.920 --> 00:29:32.160
and I think that's why they're excused as fair use. That doesn't mean you can do it

00:29:32.160 --> 00:29:37.280
too. It's just something that I see happening and it can be really funny to see some of

00:29:37.280 --> 00:29:43.080
this stuff. There's a particular Twitter account that I follow of someone who has for months

00:29:43.080 --> 00:29:51.060
made hilarious, obviously AI generated images of a particular person and it's been hilarious

00:29:51.060 --> 00:29:59.640
to see. Just this person as a pirate, as an astronaut, as whatever, as a shoe, as a microphone,

00:29:59.640 --> 00:30:05.160
as whatever. Things like that. And it is really funny to see. And people for years have been

00:30:05.160 --> 00:30:10.080
doing that kind of thing with Photoshop or their own artistic skills with drawing or

00:30:10.080 --> 00:30:16.160
paint or anything like that. So it's not like AI has enabled something to happen that hasn't

00:30:16.160 --> 00:30:22.400
happened before. It's the accessibility of it and how quickly someone can do it and sometimes

00:30:22.400 --> 00:30:28.080
how realistically it can look. So it's no longer just cutting and pasting someone's

00:30:28.080 --> 00:30:34.360
head onto someone else's body doing something wrong, but it's now it can look exactly like

00:30:34.360 --> 00:30:39.480
that person doing something wrong or doing something that they didn't give their consent

00:30:39.480 --> 00:30:46.120
or license for you to make it look like they're doing. But AI lets things get far more complicated.

00:30:46.120 --> 00:30:53.240
And far too easily. Copying or making a derivative have some clear limitations even within fair

00:30:53.240 --> 00:30:58.960
use stuff. There are clear limitations of "no, this is not fair use". But generating

00:30:58.960 --> 00:31:04.880
something that seems real and uses someone else's likeness or intellectual property

00:31:04.880 --> 00:31:11.680
might be in a whole different category and we might see new laws about that kind of thing.

00:31:11.680 --> 00:31:18.200
Thus, while I cannot give you legal advice as to what you're allowed to do, I can urge

00:31:18.200 --> 00:31:24.680
you to NOT do anything that might get you in trouble. Maybe even just for the mental

00:31:24.680 --> 00:31:29.440
exercise of this, pretend there's not even such a thing as fair use when it comes to

00:31:29.440 --> 00:31:36.680
how you use AI to create stuff for you. And then that might help you to be above reproach.

00:31:36.680 --> 00:31:42.880
Concluding number 10. Affiliate marketing with AI might get you in trouble. AIs, LLMs,

00:31:42.880 --> 00:31:48.920
or whatever you want to call them, are very good at creating a lot of content very quickly.

00:31:48.920 --> 00:31:56.600
And that is very alluring to people who want content only for the purpose of promoting

00:31:56.600 --> 00:32:00.800
their affiliate links. I even saw that years ago when I was among the early users of what's

00:32:00.800 --> 00:32:06.100
now called Jasper. I would see people frequently talk and ask about what kinds of inputs could

00:32:06.100 --> 00:32:12.480
be used to get an AI to write a full "review" (massive quotation marks around that) of an

00:32:12.480 --> 00:32:17.160
affiliate product. But remember that thing about how large language models are good at

00:32:17.160 --> 00:32:24.080
writing sentences? But newsflash, they're not actually good at testing products, or

00:32:24.080 --> 00:32:31.000
sharing experiences, or offering opinions. They're good at writing sentences. Thus,

00:32:31.000 --> 00:32:41.600
using AI to write a "review" could lead to misleading information about the product,

00:32:41.600 --> 00:32:46.520
about its uses, about who knows what. Is anyone actually reading the stuff that's created

00:32:46.520 --> 00:32:50.640
by the AI? Doesn't seem like whoever's publishing it sometimes. For probably this

00:32:50.640 --> 00:32:57.000
reason and more, some places will probably start to forbid using AI to create content

00:32:57.000 --> 00:33:00.760
for promoting their products through affiliate links. For example, and I haven't heard

00:33:00.760 --> 00:33:06.440
anyone talking about this, the Amazon Associates Operating Agreement was updated effective

00:33:06.440 --> 00:33:11.940
March 1st, 2024, and in their "What's Changed" note, which I link to, might be

00:33:11.940 --> 00:33:15.580
replaced at some point in the future, but I link to it in the notes for this episode,

00:33:15.580 --> 00:33:21.600
it has this point as "This is what's changed." It says this, and I quote, "Revised the

00:33:21.600 --> 00:33:27.560
language in Section 5 of the Participation Requirements to clarify that program content

00:33:27.560 --> 00:33:32.080
and special links (special links are your affiliate links, really) should not be used

00:33:32.080 --> 00:33:37.840
in connection with generative AI." Now at first glance, that sounds like they're

00:33:37.840 --> 00:33:43.200
saying that they are completely forbidding the use of generative AI to promote your Amazon

00:33:43.200 --> 00:33:49.760
affiliate links. However, the actual points in the operating agreement seem to restrict

00:33:49.760 --> 00:33:58.960
using AI on the Amazon site content, and especially training the AI, maybe not necessarily on

00:33:58.960 --> 00:34:04.720
creating content that promotes the Amazon link. It's a kind of grey line, and this

00:34:04.720 --> 00:34:08.880
is again where I talk about "you need to be above reproach." So here, this is going

00:34:08.880 --> 00:34:14.440
to be really dry, but I will quote to you the two sections that I thought seemed relevant

00:34:14.440 --> 00:34:20.760
to this idea of generative AI or machine learning as it relates to the Amazon affiliate program

00:34:20.760 --> 00:34:25.560
called Amazon Associates. From Section 2.E, and I have the links to this in the notes

00:34:25.560 --> 00:34:34.080
by the way, at theaudacitytopodcast.com/aiwarnings, it says, "You will not, without our express

00:34:34.080 --> 00:34:43.900
prior written approval, access or use product advertising API or data feeds for the purpose

00:34:43.900 --> 00:34:50.440
of aggregating, analyzing, extracting, or repurposing any product advertising content

00:34:50.440 --> 00:34:55.060
or in connection with any software or other application intended for use by persons or

00:34:55.060 --> 00:35:01.040
entities that offer products on an Amazon site or in the direct training or fine-tuning

00:35:01.040 --> 00:35:07.360
of a machine learning model." Wasn't that a wonderful long run-on sentence. That's

00:35:07.360 --> 00:35:14.320
very technical and it is specifically talking about the API and data feeds, not simply a

00:35:14.320 --> 00:35:21.600
link. However, moving on to Section 5.D, "Distribution of special links through software and devices,"

00:35:21.600 --> 00:35:26.720
it says, and I quote, "You will not use any program content or special link or otherwise

00:35:26.720 --> 00:35:33.240
link to an Amazon site on or in connection with any client-side software application

00:35:33.240 --> 00:35:39.180
e.g. a browser plugin, helper object, toolbar, extension, component, or any other application

00:35:39.180 --> 00:35:44.360
executable or installable by an end user." You know what, let's just skip to the interesting

00:35:44.360 --> 00:35:51.360
part. "You will not, with or express written approval," yes, that's actually what it

00:35:51.360 --> 00:35:57.720
says, they have a typo in there. I think it should be "without our express written approval,

00:35:57.720 --> 00:36:04.040
use or allow any third party to use any special links," again, special links are your affiliate

00:36:04.040 --> 00:36:12.400
links, "or program content to develop machine learning models or related technology." These

00:36:12.400 --> 00:36:18.640
are the Amazon program policies that were instituted on March 1st, 2024 and as I extracted

00:36:18.640 --> 00:36:26.360
them on April 14th, 2024. And the emphasis in the notes is my own emphasis added. Now,

00:36:26.360 --> 00:36:31.760
after that super dry section, you can look at the notes to read that again and also get

00:36:31.760 --> 00:36:38.360
the link to the actual policy. The first part is clearly forbidding using the Amazon API

00:36:38.360 --> 00:36:45.000
with an AI model to programmatically create content for you. For example, you can't set

00:36:45.000 --> 00:36:50.160
it up that whenever a new product comes out that matches this particular keyword to automatically

00:36:50.160 --> 00:36:56.080
generate a blog post for you from that Amazon link. That would be forbidden. However, it

00:36:56.080 --> 00:37:06.880
seems to still allow you to use AI to create your content about the product itself and

00:37:06.880 --> 00:37:14.480
even use your Amazon links in that content, but you should not give the links to an AI

00:37:14.480 --> 00:37:19.740
system that reads the content on the website and generates content for you from the content

00:37:19.740 --> 00:37:26.120
on Amazon's website. So, kind of technical there, but even if you're just creating your

00:37:26.120 --> 00:37:32.520
own original content with an AI and only linking to Amazon's page for the affiliate links,

00:37:32.520 --> 00:37:39.080
I still think you shouldn't use AI to do this. I, for one, would love to see a stop to all

00:37:39.080 --> 00:37:44.600
the AI-generated worthless "reviews" – again, massive quotation marks around that – on

00:37:44.600 --> 00:37:50.320
YouTube and other places. For example, I've got one in the notes for this episode. It's

00:37:50.320 --> 00:37:55.400
from the YouTube channel The Smart Kitchen. You can look them up if you want to, but it's

00:37:55.400 --> 00:38:02.880
just AI-generated garbage. It is a computer voice, low-quality recording at that, and

00:38:02.880 --> 00:38:07.680
it's stock footage or footage from the commercials of these different products. And all that

00:38:07.680 --> 00:38:12.840
they've really done, probably, is just looked up what are the top 5 search results for this

00:38:12.840 --> 00:38:18.000
or what are the most rated products on Amazon for this, and then they run it through an

00:38:18.000 --> 00:38:23.520
AI, maybe even violating the Amazon Associates Terms of Service. And then you end up with

00:38:23.520 --> 00:38:29.880
content that repeats itself that's ridiculous. I see this often. I hate it when I run into

00:38:29.880 --> 00:38:35.160
a video where it looks like it answers what I'm looking for, and it's comparing these

00:38:35.160 --> 00:38:41.200
products when it's just this AI garbage. And, for example, if it's a knife, one section

00:38:41.200 --> 00:38:46.120
will say "Are you looking to cut things?" Then look no further than the such-and-such

00:38:46.120 --> 00:38:49.840
knife. It's great at cutting things. Now, it's not that stupid with how it creates

00:38:49.840 --> 00:38:53.040
the content, but it's that kind of thing. Where it's like saying "Are you looking

00:38:53.040 --> 00:38:58.320
to cut vegetables and fruits?" Well, yes. Why would I want a knife? What do you think

00:38:58.320 --> 00:39:04.760
I'm going to do with the knife if not cut food with it? And then they have the sections

00:39:04.760 --> 00:39:09.080
for the different products, and then they present them in different ways with different

00:39:09.080 --> 00:39:14.360
lead-in introductions like that, as if one product is designed for cutting vegetables

00:39:14.360 --> 00:39:19.600
and the other one isn't. They're all knives. They're all designed for cutting vegetables

00:39:19.600 --> 00:39:25.080
and fruit and meat and whatever else. It's not like one is designed for vegetables and

00:39:25.080 --> 00:39:29.040
one isn't. They're knives. They're all the same style of knife. They're just different

00:39:29.040 --> 00:39:36.040
brands. Can you tell? This whole episode, I know I've gone on several soapboxes and

00:39:36.040 --> 00:39:41.520
had several examples of bad things, but I do have a good example coming up in just a

00:39:41.520 --> 00:39:45.880
moment because as an owner of a couple of affiliate programs myself – did you know,

00:39:45.880 --> 00:39:49.480
by the way, that Podgagement has an affiliate program? So if you're a member of Podgagement,

00:39:49.480 --> 00:39:54.520
I would love for you to join the Podgagement affiliate program if you think that you might

00:39:54.520 --> 00:39:58.520
reach an audience of other podcasters. But because I have multiple affiliate programs

00:39:58.520 --> 00:40:03.760
myself that other people can promote my products and earn from any sales that come through

00:40:03.760 --> 00:40:09.520
those links, I know that I would not want anyone promoting my products with AI-generated

00:40:09.520 --> 00:40:16.800
content. In fact, I think I'm going to update my affiliate terms to explicitly forbid that

00:40:16.800 --> 00:40:24.160
kind of garbage content. I want real people with real experiences promoting my products.

00:40:24.160 --> 00:40:29.600
For a good example of this, among all of these bad examples I've given and this big soapbox

00:40:29.600 --> 00:40:35.040
of an episode and soapbox against this AI-generated trash that I see all over the place, here's

00:40:35.040 --> 00:40:42.800
a good example. Danny Brown did a very nice thing in his recent episode where he authentically

00:40:42.800 --> 00:40:49.360
promoted my Podgagement service in his episode of One Minute Podcast Tips about two ways

00:40:49.360 --> 00:40:54.280
for podcasters to get feedback from their audiences. He promoted Podgagement and he

00:40:54.280 --> 00:41:01.440
promoted one of my competitors. That was awesome. And he shared genuine thoughts, human-inspired,

00:41:01.440 --> 00:41:06.540
human-created thoughts. That was a great example of it. And I link to it in the notes for this

00:41:06.540 --> 00:41:14.320
episode too, where he is authentically recommending it and he is a customer of both products so

00:41:14.320 --> 00:41:24.000
he can speak from his experience. An AI cannot do that. An AI cannot tell you why this feature

00:41:24.000 --> 00:41:29.320
might be better for some people than others. Yes, it can write sentences, but it can't

00:41:29.320 --> 00:41:36.400
actually communicate what people want to know or most likely can't. And even if it could,

00:41:36.400 --> 00:41:41.180
I don't think you should use it for that. I think when it comes to some of this stuff,

00:41:41.180 --> 00:41:47.720
you should be creating the content yourself. That's why I consider this a warning. Because

00:41:47.720 --> 00:41:53.320
originally when I first read that, and I read only that brief note from Amazon of the short

00:41:53.320 --> 00:41:57.760
"What's Changed?" when I read that thing that said "Program content and special links should

00:41:57.760 --> 00:42:03.920
not be used in connection with generative AI." I actually thought that meant you cannot create

00:42:03.920 --> 00:42:10.040
a blog post with AI that links to an Amazon product. That's the way I read that. I don't

00:42:10.040 --> 00:42:16.000
think that's actually the correct reading of that based on actually reading the actual

00:42:16.000 --> 00:42:20.440
terms of service, operation agreement, and all of that. But they could change that. And

00:42:20.440 --> 00:42:24.200
I don't think you should create content in that way anyway.

00:42:24.200 --> 00:42:29.040
Moving on to number 11. I spent a lot of time on that one. Can you tell? I am passionate

00:42:29.040 --> 00:42:35.000
about this and I want you to succeed. And that's why I come to this. Last but certainly

00:42:35.000 --> 00:42:42.440
not least, relying on AI can cost your authority and influence. I urge you to consider the

00:42:42.440 --> 00:42:48.720
intangible cost of relying on any kind of AI as you create your podcast episodes or

00:42:48.720 --> 00:42:54.160
any other kind of content. I've said for many years that what I love about podcasting

00:42:54.160 --> 00:43:00.800
is that it allows you to communicate with your voice. So people can hear your authentic

00:43:00.800 --> 00:43:06.620
emotions and they can hear how well you communicate your thoughts. Even if you do some editing,

00:43:06.620 --> 00:43:15.160
they can still hear you. Imagine if you used an AI to create and communicate all your,

00:43:15.160 --> 00:43:20.520
quotation marks around that, all your content. And then you're put on a stage in front

00:43:20.520 --> 00:43:26.040
of a live audience and you have done no preparation, aside from any stage fright that you'll

00:43:26.040 --> 00:43:32.280
get in that situation. Could you actually communicate your message authentically, understandably,

00:43:32.280 --> 00:43:37.380
and memorably if you don't have any notes, you haven't prepared, just speaking from

00:43:37.380 --> 00:43:42.920
what you know and your expertise and your passion. Practical example of that.

00:43:42.920 --> 00:43:47.080
Several years ago, I was invited to speak in person about podcasting to a Cincinnati

00:43:47.080 --> 00:43:53.960
business group. And for the first time ever in my life, I completely forgot about it.

00:43:53.960 --> 00:44:01.760
I remembered only because about an hour before I was supposed to speak, the organizer sent

00:44:01.760 --> 00:44:08.080
me a kind message just to say how excited she was to have me and I think to give me

00:44:08.080 --> 00:44:12.760
a heads up about parking or what door to walk through or something like that. It certainly

00:44:12.760 --> 00:44:17.760
wasn't she was reminding me that I was supposed to be there. The event was about 45 minutes

00:44:17.760 --> 00:44:23.480
away so I had only enough time to throw some stuff in my car and think about my presentation

00:44:23.480 --> 00:44:30.400
on the drive up. Now imagine if AI was my crutch and most of my content had been created,

00:44:30.400 --> 00:44:36.280
organized, or even optimized by AI. What kind of predicament would I have gotten myself

00:44:36.280 --> 00:44:43.080
into? Instead, I was able to speak for about half an hour and confidently and thoroughly

00:44:43.080 --> 00:44:49.760
answer 15 minutes of questions, all with no notes except a 5 word outline in my head and

00:44:49.760 --> 00:44:56.120
I think I nailed it. I could do that because I know my stuff, inside and out. I've created

00:44:56.120 --> 00:45:01.480
how many thousands of hours of content and pages of content about podcasting and still

00:45:01.480 --> 00:45:06.640
so much more that I want to share and teach you about podcasting. And I don't share this

00:45:06.640 --> 00:45:11.960
to brag about me or try to make you think I'm some amazing thing or anything like that.

00:45:11.960 --> 00:45:19.040
Please understand that and hear my heart in this. I share this to point out what a catastrophe

00:45:19.040 --> 00:45:26.520
that could have been if I was merely a fraud using ChatGPT. And if I got there to the event,

00:45:26.520 --> 00:45:30.720
ChatGPT and even some of these AI models didn't even exist back then. But if I got there to

00:45:30.720 --> 00:45:35.400
the event and I was glued to my phone while I was speaking because I had typed something

00:45:35.400 --> 00:45:41.880
into ChatGPT and I was trying to speak from what ChatGPT told me to say, imagine what

00:45:41.880 --> 00:45:49.720
would have happened then. So don't let AI cost your authority and influence. Certainly,

00:45:49.720 --> 00:45:56.000
artificial intelligence can be a really powerful tool to help you do many things or save lots

00:45:56.000 --> 00:46:04.520
of time. But don't trade your value for artificial intelligence. That's what this really all

00:46:04.520 --> 00:46:10.520
comes down to. These 11 warnings. Undisclosed use of generative AI can get you in trouble.

00:46:10.520 --> 00:46:17.920
2. AI often hallucinates facts and citations. 3. AI lacks humanity. 4. AI created images

00:46:17.920 --> 00:46:23.520
can be humiliating. 5. AI is biased because it was fed biased content and programmed by

00:46:23.520 --> 00:46:30.800
biased people. 6. Content from AI always needs editing. 7. AI generated content raises copyright

00:46:30.800 --> 00:46:37.480
concerns. 8. AI might already be stealing your intellectual property. 9. Claiming "fair

00:46:37.480 --> 00:46:42.520
use" might require a higher standard. 10. Affiliate marketing with AI might get you

00:46:42.520 --> 00:46:50.180
in trouble. 11. Relying on AI can cost your authority and influence. It really comes down

00:46:50.180 --> 00:46:58.680
to that. I don't want you to pay that price. The $19 or whatever dollars or yen or whatever

00:46:58.680 --> 00:47:05.680
you pay with per month to use AI and whatever time that saves you to create content for

00:47:05.680 --> 00:47:12.180
you. It's not worth it. Put yourself authentically out there. And that is so much better. Going

00:47:12.180 --> 00:47:17.720
back to that soapbox example of those super frustrating videos that I find on YouTube

00:47:17.720 --> 00:47:22.840
about products and stuff. You know what that does for me? Well, I downvote those videos

00:47:22.840 --> 00:47:29.480
obviously. I dislike them. I never look at videos again from that channel. And instead,

00:47:29.480 --> 00:47:35.800
because of that darkness that AI has created, instead that makes the people who share genuine

00:47:35.800 --> 00:47:42.300
content despite their mistakes or as Mike Dell likes to quote "warts and all" when

00:47:42.300 --> 00:47:48.800
they make content that is authentic and sharing their opinions, even if it's not thorough,

00:47:48.800 --> 00:47:53.340
even if it's not comparing every option out there, even if they didn't test every feature

00:47:53.340 --> 00:48:01.560
of the product, but because it was authentic, it was them, it was their original perspective,

00:48:01.560 --> 00:48:08.080
their experiences, their opinions, their expertise, even if they're not experts in it, because

00:48:08.080 --> 00:48:15.320
it was authentically them, those kinds of pieces of content, videos, episodes, articles,

00:48:15.320 --> 00:48:21.880
anything like that, those become shining lights to me in this darkness of all this cheap AI-generated

00:48:21.880 --> 00:48:30.280
content or garbage that's out there. The authentic people then shine. And I've purchased products

00:48:30.280 --> 00:48:36.240
because of that. Not because of what some stupid AI video recommended or what some badly

00:48:36.240 --> 00:48:42.480
written AI article that starts off telling me about why Amazon is a popular retailer

00:48:42.480 --> 00:48:47.080
and offers many details. It's like, just get to the actual content and tell me about the

00:48:47.080 --> 00:48:51.880
product I want to know about. Instead of that kind of garbage, seeing someone authentically

00:48:51.880 --> 00:49:00.080
communicate why they like that product, that bears so much more weight. So in this world

00:49:00.080 --> 00:49:06.880
where people are relying more and more on AI to shortcut stuff and create their content

00:49:06.880 --> 00:49:14.920
for them, if you continue to put in the work and create quality content, well the bar has

00:49:14.920 --> 00:49:23.080
been lowered so much by people using AI, your quality content can stand out. Then if you're

00:49:23.080 --> 00:49:28.360
stuck in front of an audience and you don't have notes, you can speak from your authentic

00:49:28.360 --> 00:49:37.200
knowledge, your passions, and become an authority and an influencer in your space, or make change,

00:49:37.200 --> 00:49:43.520
or inspire laughter, or share stories, whatever it is that you are doing, whatever that profit

00:49:43.520 --> 00:49:47.880
is that you're pursuing for yourself and for your audience through your podcast, I will

00:49:47.880 --> 00:49:55.740
tell you this, you are far more likely to achieve that by doing things authentically.

00:49:55.740 --> 00:49:59.640
Even if there are some mistakes here and there, I think you're far more likely to achieve

00:49:59.640 --> 00:50:07.640
that authentically than with AI. Use your authentic intelligence, not an artificial

00:50:07.640 --> 00:50:12.000
intelligence to create your content. I want to be clear about that. I'm talking about

00:50:12.000 --> 00:50:21.840
creating your content for you because you know your topic and you have passion and AI

00:50:21.840 --> 00:50:26.200
does not. For the sake of time, because this episode has already gone on so long, I'm going

00:50:26.200 --> 00:50:29.880
to skip the community corner for now. That will be in an upcoming episode, but certainly

00:50:29.880 --> 00:50:35.380
please if you found this content valuable, inspirational, if this has given you energy

00:50:35.380 --> 00:50:39.920
that you needed, because I'm certainly enthused right now, put a number on that. Consider

00:50:39.920 --> 00:50:44.040
giving it back to the podcast and I'd really appreciate that. If you're in a modern podcast

00:50:44.040 --> 00:50:51.080
app, you can send satoshis, maybe even a donation, or go to theaudacitytopodcast.com/giveback.

00:50:51.080 --> 00:50:55.160
Or if nothing else, share this episode with someone else. Get someone else listening to

00:50:55.160 --> 00:50:59.440
this podcast and I would be very grateful for that. The notes and the links that I mentioned

00:50:59.440 --> 00:51:08.120
for this episode are at theaudacitytopodcast.com/aiwarnings. Now that I've given you some of the guts and

00:51:08.120 --> 00:51:14.520
taught you some of the tools, it's time for you to authentically go start and grow your

00:51:14.520 --> 00:51:21.040
own podcast for passion and profit. I'm Daniel J. Lewis from theaudacitytopodcast.com.

00:51:21.040 --> 00:51:22.200
Thanks for listening.

00:51:22.200 --> 00:51:38.200
[MUSIC]

