You Can't Tell If I'm Real Anymore. And That's Now YouTube's Problem Too.

The scary version isn't the perfect AI. The scary version isn't the perfect AI. The scary version is good enough AI in a The scary version is good enough AI in a The scary version is good enough AI in a low-attention environment. Someone low-attention environment. Someone low-attention environment. Someone should clone my voice today. Not Sunday, should clone my voice today. Not Sunday, should clone my voice today. Not Sunday, not in some speculative future where not in some speculative future where not in some speculative future where every creator has a fully synthetic every creator has a fully synthetic every creator has a fully synthetic double doing brand deals in the double doing brand deals in the double doing brand deals in the metaverse. I mean today. And if you metaverse. I mean today. And if you metaverse. I mean today. And if you listen to enough of me talking through listen to enough of me talking through listen to enough of me talking through Asian memory and retrieval systems and Asian memory and retrieval systems and Asian memory and retrieval systems and AI infrastructure and enterprise data in AI infrastructure and enterprise data in AI infrastructure and enterprise data in the thousand little ways AI stops being the thousand little ways AI stops being the thousand little ways AI stops being a demo and starts becoming a demo and starts becoming a demo and starts becoming infrastructure, there is probably enough infrastructure, there is probably enough infrastructure, there is probably enough clean audio out there to make a pretty clean audio out there to make a pretty clean audio out there to make a pretty convincing synthetic Nate. And I know convincing synthetic Nate. And I know convincing synthetic Nate. And I know because people have tried. So in this because people have tried. So in this because people have tried. So in this video, I want to do three things. First, video, I want to do three things. First, video, I want to do three things. First, I'm going to show you a short clip of my I'm going to show you a short clip of my I'm going to show you a short clip of my voice clone, clearly labeled, no tricks. voice clone, clearly labeled, no tricks. voice clone, clearly labeled, no tricks. Second, I want to explain why voice Second, I want to explain why voice Second, I want to explain why voice cloning is already much farther along cloning is already much farther along cloning is already much farther along than most people realize while full than most people realize while full than most people realize while full human presence cloning is still really human presence cloning is still really human presence cloning is still really weird in very specific ways. And third, weird in very specific ways. And third, weird in very specific ways. And third, I want to zoom back out because the real I want to zoom back out because the real I want to zoom back out because the real issue here is not was AI used. That issue here is not was AI used. That issue here is not was AI used. That question is already really a crude question is already really a crude question is already really a crude question that isn't useful in most question that isn't useful in most question that isn't useful in most cases. The real issue is trust. What was cases. The real issue is trust. What was cases. The real issue is trust. What was human? What was synthetic? Who made that human? What was synthetic? Who made that human? What was synthetic? Who made that judgment? And who is accountable for the judgment? And who is accountable for the judgment? And who is accountable for the final thing that you're watching? Before final thing that you're watching? Before final thing that you're watching? Before we go any further, quick disclosure. The we go any further, quick disclosure. The we go any further, quick disclosure. The next voice you hear is not me speaking next voice you hear is not me speaking next voice you hear is not me speaking live. It is a synthetic voice clone. It live. It is a synthetic voice clone. It live. It is a synthetic voice clone. It is included as a demonstration. It will is included as a demonstration. It will is included as a demonstration. It will be labeled on screen and I approve of be labeled on screen and I approve of be labeled on screen and I approve of this use. This is not Nate speaking this use. This is not Nate speaking this use. This is not Nate speaking live. This is a synthetic version of live. This is a synthetic version of live. This is a synthetic version of Nate's voice generated from prior Nate's voice generated from prior Nate's voice generated from prior recordings and included here to recordings and included here to recordings and included here to demonstrate how quickly voice level demonstrate how quickly voice level demonstrate how quickly voice level authenticity is becoming easier to fake.

authenticity is becoming easier to fake. authenticity is becoming easier to fake. The argument in this video is still The argument in this video is still The argument in this video is still Nate's. The judgment is still Nate's. Nate's. The judgment is still Nate's. Nate's. The judgment is still Nate's. This clip is synthetic and it is being This clip is synthetic and it is being This clip is synthetic and it is being disclosed. Okay, that was impressive and disclosed. Okay, that was impressive and disclosed. Okay, that was impressive and frankly a little creepy. And that frankly a little creepy. And that frankly a little creepy. And that tension is basically this whole video tension is basically this whole video tension is basically this whole video because voice cloning is getting very, because voice cloning is getting very, because voice cloning is getting very, very good. If you have clean source very good. If you have clean source very good. If you have clean source audio and enough of it and a consistent audio and enough of it and a consistent audio and enough of it and a consistent speaker, the tools are already good speaker, the tools are already good speaker, the tools are already good enough to create something that will enough to create something that will enough to create something that will pass in a lot of normal listening pass in a lot of normal listening pass in a lot of normal listening environments, especially if someone is environments, especially if someone is environments, especially if someone is half listening while checking email, and half listening while checking email, and half listening while checking email, and folding laundry, and scrolling, or doing folding laundry, and scrolling, or doing folding laundry, and scrolling, or doing whatever else all of you are doing while whatever else all of you are doing while whatever else all of you are doing while YouTube is playing. But, full human YouTube is playing. But, full human YouTube is playing. But, full human cloning is different. A voice can sound cloning is different. A voice can sound cloning is different. A voice can sound like someone, a face can look like like someone, a face can look like like someone, a face can look like someone, but the sense of presence is a someone, but the sense of presence is a someone, but the sense of presence is a whole lot harder. You can see this whole lot harder. You can see this whole lot harder. You can see this across a lot of AI video right now. The across a lot of AI video right now. The across a lot of AI video right now. The lips are closed, but not quite right. lips are closed, but not quite right. lips are closed, but not quite right. The blinking is close, but not quite The blinking is close, but not quite The blinking is close, but not quite human. The hands move, but they don't human. The hands move, but they don't human. The hands move, but they don't have weight. The expressions are there, have weight. The expressions are there, have weight. The expressions are there, but the micro expressions are missing. but the micro expressions are missing. but the micro expressions are missing. So, everything is like 90% right, and So, everything is like 90% right, and So, everything is like 90% right, and the last 10% makes the whole thing feel the last 10% makes the whole thing feel the last 10% makes the whole thing feel wrong. And this is the part I think wrong. And this is the part I think wrong. And this is the part I think people miss. The scary version isn't the people miss. The scary version isn't the people miss. The scary version isn't the perfect AI. The scary version is good perfect AI. The scary version is good perfect AI. The scary version is good enough AI in a low attention enough AI in a low attention enough AI in a low attention environment. Because if you sit there, environment. Because if you sit there, environment. Because if you sit there, and if you study the clip, you will and if you study the clip, you will and if you study the clip, you will catch the weird mouth movement, or the catch the weird mouth movement, or the catch the weird mouth movement, or the strange timing, or the eyes that don't strange timing, or the eyes that don't strange timing, or the eyes that don't quite behave like eyes. But, YouTube is quite behave like eyes. But, YouTube is quite behave like eyes. But, YouTube is not a forensic lab. TikTok is not a not a forensic lab. TikTok is not a not a forensic lab. TikTok is not a forensic lab. LinkedIn definitely is not forensic lab. LinkedIn definitely is not forensic lab. LinkedIn definitely is not a forensic lab, although people are a forensic lab, although people are a forensic lab, although people are doing their best. Most media is consumed doing their best. Most media is consumed doing their best. Most media is consumed casually. People are half watching, casually. People are half watching, casually. People are half watching, they're listening in the background, they're listening in the background, they're listening in the background, they're seeing a clip out of context, they're seeing a clip out of context, they're seeing a clip out of context, they're catching a few seconds, and then they're catching a few seconds, and then they're catching a few seconds, and then moving on. So, the threshold is not can

moving on. So, the threshold is not can moving on. So, the threshold is not can this fool an expert watching carefully. this fool an expert watching carefully. this fool an expert watching carefully. The threshold is can this create enough The threshold is can this create enough The threshold is can this create enough ambiguity that normal people stop ambiguity that normal people stop ambiguity that normal people stop knowing what relationship they have to knowing what relationship they have to knowing what relationship they have to the person on screen. The uncanny valley the person on screen. The uncanny valley the person on screen. The uncanny valley used to be visual. Does this face look used to be visual. Does this face look used to be visual. Does this face look real? Do the eyes look right? Does the real? Do the eyes look right? Does the real? Do the eyes look right? Does the mouth move properly? mouth move properly? mouth move properly? Now, the uncanny valley is more Now, the uncanny valley is more Now, the uncanny valley is more structural. It's more institutional. It structural. It's more institutional. It structural. It's more institutional. It gets into trust territory. It's gets into trust territory. It's gets into trust territory. It's relational. relational. relational. Do I believe there's a person behind Do I believe there's a person behind Do I believe there's a person behind this? Do I believe there was a process? this? Do I believe there was a process? this? Do I believe there was a process? Do I believe someone made a judgment? Do Do I believe someone made a judgment? Do Do I believe someone made a judgment? Do I believe someone is accountable if this I believe someone is accountable if this I believe someone is accountable if this is wrong, or manipulative, or is wrong, or manipulative, or is wrong, or manipulative, or fraudulent? And this is where I think fraudulent? And this is where I think fraudulent? And this is where I think creators, and companies, and frankly creators, and companies, and frankly creators, and companies, and frankly everyone building with AI needs a better everyone building with AI needs a better everyone building with AI needs a better framework. So, quick definition. When framework. So, quick definition. When framework. So, quick definition. When people ask was this made with AI, people ask was this made with AI, people ask was this made with AI, they're usually asking at least five they're usually asking at least five they're usually asking at least five different questions at once. I'll give different questions at once. I'll give different questions at once. I'll give them to you. Number one, was the voice them to you. Number one, was the voice them to you. Number one, was the voice synthetic? Was the face synthetic? synthetic? Was the face synthetic? synthetic? Was the face synthetic? That's number two. Was the script That's number two. Was the script That's number two. Was the script synthetic? That's number three. Number synthetic? That's number three. Number synthetic? That's number three. Number four, was the idea synthetic? And number four, was the idea synthetic? And number four, was the idea synthetic? And number five, did a human actually approve and five, did a human actually approve and five, did a human actually approve and stand behind the final output? All of stand behind the final output? All of stand behind the final output? All of those tend to get mashed together. Those those tend to get mashed together. Those those tend to get mashed together. Those are not the same question. A creator are not the same question. A creator are not the same question. A creator using AI to clean up audio is not the using AI to clean up audio is not the using AI to clean up audio is not the same as a creator secretly replacing same as a creator secretly replacing same as a creator secretly replacing themselves with a clone. We all know themselves with a clone. We all know themselves with a clone. We all know that. A company using AI to draft a that. A company using AI to draft a that. A company using AI to draft a first version of a training video is not first version of a training video is not first version of a training video is not the same as cloning an employee's voice the same as cloning an employee's voice the same as cloning an employee's voice without consent. An analyst using AI to without consent. An analyst using AI to without consent. An analyst using AI to research a topic is not the same as research a topic is not the same as research a topic is not the same as publishing an AI-generated claim that no publishing an AI-generated claim that no publishing an AI-generated claim that no one checked. So, the question is not AI one checked. So, the question is not AI one checked. So, the question is not AI or no AI. That's a bad primitive. It's

or no AI. That's a bad primitive. It's or no AI. That's a bad primitive. It's too blunt. It's a light switch. The too blunt. It's a light switch. The too blunt. It's a light switch. The world is not binary. The better question world is not binary. The better question world is not binary. The better question is, where in the stack did AI operate is, where in the stack did AI operate is, where in the stack did AI operate and where did human judgment take over and where did human judgment take over and where did human judgment take over to guarantee the final product? I think to guarantee the final product? I think to guarantee the final product? I think of this as a creator trust stack. Layer of this as a creator trust stack. Layer of this as a creator trust stack. Layer one is disclosure. What was synthetic? one is disclosure. What was synthetic? one is disclosure. What was synthetic? Was the voice cloned? Was the face Was the voice cloned? Was the face Was the voice cloned? Was the face generated? Was the script just drafted generated? Was the script just drafted generated? Was the script just drafted with AI? Was the edit assembled with AI? with AI? Was the edit assembled with AI? with AI? Was the edit assembled with AI? Well, we can say that clearly. Layer two Well, we can say that clearly. Layer two Well, we can say that clearly. Layer two is provenance. Where did the source is provenance. Where did the source is provenance. Where did the source material come from? Was the voice clone material come from? Was the voice clone material come from? Was the voice clone trained on recordings that the person trained on recordings that the person trained on recordings that the person consented to? Was the avatar made from consented to? Was the avatar made from consented to? Was the avatar made from authorized footage? Was the data scraped authorized footage? Was the data scraped authorized footage? Was the data scraped and licensed and owned or just sort of and licensed and owned or just sort of and licensed and owned or just sort of magically available in the way everyone magically available in the way everyone magically available in the way everyone says when they don't want to answer the says when they don't want to answer the says when they don't want to answer the question. Layer three is control. Who question. Layer three is control. Who question. Layer three is control. Who had the ability to approve or reject or had the ability to approve or reject or had the ability to approve or reject or change the output? person being cloned change the output? person being cloned change the output? person being cloned have control over the use of their have control over the use of their have control over the use of their likeness? Layer four is judgment. Who likeness? Layer four is judgment. Who likeness? Layer four is judgment. Who actually made the argument? Who decided actually made the argument? Who decided actually made the argument? Who decided what this video meant? Who decided what what this video meant? Who decided what what this video meant? Who decided what claims were worth making? And layer five claims were worth making? And layer five claims were worth making? And layer five is accountability. If the video is wrong is accountability. If the video is wrong is accountability. If the video is wrong or manipulative or harmful, who owns or manipulative or harmful, who owns or manipulative or harmful, who owns that? This is the part a lot of us want that? This is the part a lot of us want that? This is the part a lot of us want to skip and I think it's the part that to skip and I think it's the part that to skip and I think it's the part that matters most because if you are building matters most because if you are building matters most because if you are building media with AI, the audience does not media with AI, the audience does not media with AI, the audience does not just need to know that a model was just need to know that a model was just need to know that a model was involved. That's like bare minimum. They involved. That's like bare minimum. They involved. That's like bare minimum. They need to know whether a responsible need to know whether a responsible need to know whether a responsible person was involved who's accountable to person was involved who's accountable to person was involved who's accountable to the results. Now, if you're looking for the results. Now, if you're looking for the results. Now, if you're looking for a silver bullet to answer where the rule a silver bullet to answer where the rule a silver bullet to answer where the rule is never use AI, just stop looking. This is never use AI, just stop looking. This is never use AI, just stop looking. This is not how this works in 2026. We are is not how this works in 2026. We are is not how this works in 2026. We are going to use these tools. Creators are going to use these tools. Creators are going to use these tools. Creators are going to use these tools. I use these going to use these tools. I use these going to use these tools. I use these tools. Companies are using these tools.

tools. Companies are using these tools. tools. Companies are using these tools. Educators, analysts, marketers, product Educators, analysts, marketers, product Educators, analysts, marketers, product teams, support teams, everybody. The teams, support teams, everybody. The teams, support teams, everybody. The question is whether they use them in a question is whether they use them in a question is whether they use them in a way that makes the audience smarter or way that makes the audience smarter or way that makes the audience smarter or whether they use them in a way that whether they use them in a way that whether they use them in a way that makes the audience feel wrecked. Human makes the audience feel wrecked. Human makes the audience feel wrecked. Human weirdness is going to start looking like weirdness is going to start looking like weirdness is going to start looking like machine weirdness. Someone mispronounces machine weirdness. Someone mispronounces machine weirdness. Someone mispronounces a word and people say that's AI. Someone a word and people say that's AI. Someone a word and people say that's AI. Someone wears the same shirt in four videos wears the same shirt in four videos wears the same shirt in four videos because they batch recorded and people because they batch recorded and people because they batch recorded and people say that's AI. Someone has an awkward say that's AI. Someone has an awkward say that's AI. Someone has an awkward pause, a weird edit, a tired delivery, a pause, a weird edit, a tired delivery, a pause, a weird edit, a tired delivery, a strange facial expression and suddenly strange facial expression and suddenly strange facial expression and suddenly the comment section becomes some kind of the comment section becomes some kind of the comment section becomes some kind of Turing test with bad lighting. But Turing test with bad lighting. But Turing test with bad lighting. But humans are inconsistent. I'm humans are inconsistent. I'm humans are inconsistent. I'm inconsistent. Humans get tired. I get inconsistent. Humans get tired. I get inconsistent. Humans get tired. I get tired. I repeat myself. Humans say tired. I repeat myself. Humans say tired. I repeat myself. Humans say something a little wrong and then keep something a little wrong and then keep something a little wrong and then keep going. Humans have bad hair days. Humans going. Humans have bad hair days. Humans going. Humans have bad hair days. Humans blink weirdly sometimes. Humans do not blink weirdly sometimes. Humans do not blink weirdly sometimes. Humans do not always perform humanity in a clean, always perform humanity in a clean, always perform humanity in a clean, legible, perfectly edited way. Has it legible, perfectly edited way. Has it legible, perfectly edited way. Has it occurred to any of you that I wear a occurred to any of you that I wear a occurred to any of you that I wear a beanie cuz I don't want to have to brush beanie cuz I don't want to have to brush beanie cuz I don't want to have to brush my hair on camera. And this is going to my hair on camera. And this is going to my hair on camera. And this is going to become part of the confusion. And no, become part of the confusion. And no, become part of the confusion. And no, for all of you watching, I will not be for all of you watching, I will not be for all of you watching, I will not be doing a get ready with me. AI will get doing a get ready with me. AI will get doing a get ready with me. AI will get accused of being human. Humans will get accused of being human. Humans will get accused of being human. Humans will get accused of being AI and somewhere in the accused of being AI and somewhere in the accused of being AI and somewhere in the middle the actual issue will be whether middle the actual issue will be whether middle the actual issue will be whether there's a trustworthy relationship there's a trustworthy relationship there's a trustworthy relationship between the person making the thing and between the person making the thing and between the person making the thing and the audience. So, what should we the audience. So, what should we the audience. So, what should we creators do? On the one hand, we need to creators do? On the one hand, we need to creators do? On the one hand, we need to disclose synthetic media clearly. Not in disclose synthetic media clearly. Not in disclose synthetic media clearly. Not in a paragraph that is buried in the a paragraph that is buried in the a paragraph that is buried in the description, not in a vague AI assisted description, not in a vague AI assisted description, not in a vague AI assisted footnote that could mean anything. Be footnote that could mean anything. Be footnote that could mean anything. Be specific. Two, specific. Two, specific. Two, don't clone voices or faces without don't clone voices or faces without don't clone voices or faces without consent. This should be obvious, but consent. This should be obvious, but consent. This should be obvious, but apparently we're living through a period apparently we're living through a period apparently we're living through a period when obvious things need to be stated when obvious things need to be stated when obvious things need to be stated clearly.

clearly. clearly. Three, preserve human judgment. Use AI Three, preserve human judgment. Use AI Three, preserve human judgment. Use AI for leverage, not for deception. Draft for leverage, not for deception. Draft for leverage, not for deception. Draft faster, edit faster, prototype faster, faster, edit faster, prototype faster, faster, edit faster, prototype faster, but don't outsource responsibility for but don't outsource responsibility for but don't outsource responsibility for what you're saying. Four, and I'm really what you're saying. Four, and I'm really what you're saying. Four, and I'm really passionate about this, make the audience passionate about this, make the audience passionate about this, make the audience more literate. If you use a clone, show more literate. If you use a clone, show more literate. If you use a clone, show the clone and label it and explain what the clone and label it and explain what the clone and label it and explain what it can and can't do and help people it can and can't do and help people it can and can't do and help people understand the difference between understand the difference between understand the difference between synthetic media and synthetic synthetic media and synthetic synthetic media and synthetic accountability. And five, if you're a accountability. And five, if you're a accountability. And five, if you're a company, create the policy before the company, create the policy before the company, create the policy before the scandal. Who can approve a voice clone? scandal. Who can approve a voice clone? scandal. Who can approve a voice clone? Who can use an employee likeness? What Who can use an employee likeness? What Who can use an employee likeness? What happens when someone leaves? What gets happens when someone leaves? What gets happens when someone leaves? What gets labeled? What gets logged? What's never labeled? What gets logged? What's never labeled? What gets logged? What's never allowed? Because if you don't define allowed? Because if you don't define allowed? Because if you don't define this ahead of time, you're not making a this ahead of time, you're not making a this ahead of time, you're not making a strategy decision. You're just waiting strategy decision. You're just waiting strategy decision. You're just waiting for the mess to make the decision for for the mess to make the decision for for the mess to make the decision for you. So, let's zoom back out. I don't you. So, let's zoom back out. I don't you. So, let's zoom back out. I don't think the future belongs to creators who think the future belongs to creators who think the future belongs to creators who never use AI. That's a fantasy. I also never use AI. That's a fantasy. I also never use AI. That's a fantasy. I also don't think the future belongs to don't think the future belongs to don't think the future belongs to creators who quietly automate themselves creators who quietly automate themselves creators who quietly automate themselves and hope nobody notices. The future and hope nobody notices. The future and hope nobody notices. The future belongs to people who can use AI without belongs to people who can use AI without belongs to people who can use AI without breaking trust. Because trust is breaking trust. Because trust is breaking trust. Because trust is becoming the scarce asset, not content.

becoming the scarce asset, not content. becoming the scarce asset, not content. We're going to have infinite content. We're going to have infinite content. We're going to have infinite content. And not polish, cuz AI can polish. Not And not polish, cuz AI can polish. Not And not polish, cuz AI can polish. Not even voice, apparently. You all heard even voice, apparently. You all heard even voice, apparently. You all heard the clone. The scarce thing is judgment the clone. The scarce thing is judgment the clone. The scarce thing is judgment and taste and accountability. The sense and taste and accountability. The sense and taste and accountability. The sense that a real person made choices and is that a real person made choices and is that a real person made choices and is willing to stand behind them. The buck willing to stand behind them. The buck willing to stand behind them. The buck has to stop somewhere. So, yes, someone has to stop somewhere. So, yes, someone has to stop somewhere. So, yes, someone can clone my voice, but they cannot can clone my voice, but they cannot can clone my voice, but they cannot clone the responsibility for what I clone the responsibility for what I clone the responsibility for what I choose to say with it. And ultimately, choose to say with it. And ultimately, choose to say with it. And ultimately, that is where I think the line has to that is where I think the line has to that is where I think the line has to be. Being human is no longer enough, be. Being human is no longer enough, be. Being human is no longer enough, right? You have to be legibly human in right? You have to be legibly human in right? You have to be legibly human in this world. And if you're going to be this world. And if you're going to be this world. And if you're going to be synthetic, you have to be legibly synthetic, you have to be legibly synthetic, you have to be legibly synthetic, too. So, synthetic, too. So, synthetic, too. So, happy building. Cheers, and I'm going to happy building. Cheers, and I'm going to happy building. Cheers, and I'm going to keep wearing my beanie hats.