Deep fakes, a technology that uses artificial intelligence to create realistic-looking images, videos, and audio recordings, have become increasingly sophisticated and prevalent. They can be used for various purposes, ranging from entertainment to more serious applications like misinformation or identity theft. Here are some examples that have been used, as well as hypothetical scenarios where deep fakes could potentially be employed. Even experts have had difficulty telling what is real and what is not. This technology didn’t begin until 2017. Almost any technology can be used for good or for evil. Amazingly, only porn is illegal nationally, but for other purposes, in banned in only nine states as of now.
Real-World Examples of Deep Fakes
- Entertainment and Film Industry: Deep fake technology has been used to rejuvenate or recreate actors in movies and TV shows. For example, in "The Mandalorian," a younger version of Luke Skywalker was created using this technology. Also, a younger version of Harrison Ford, and Tom Cruize to River Phoenix.
- Political Misinformation: There have been instances where deep photo fakes were used to create videos of political figures saying or doing things they never actually did. These can be particularly dangerous as they can spread misinformation and influence public opinion. Some are clearly used to misinform voters, as in the photo of Trump, while the Biden one is an obvious spoof.
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)
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)
- Video Manipulations: Celebrities and just regular folks have been targets of deep video fakes, where their images are superimposed in inappropriate or compromising situations, often without their consent. It has gotten to the point where even teens have used this technique to embarrass others; it's that easy to do today.
- Art and Historical Recreation: Artists and researchers have used deep fake technology to recreate historical figures or imagine how they might look and sound, based on paintings and descriptions.
Hypothetical Examples of Deep Fakes
- Education and Training: Deep fakes could be used to create realistic training videos, where historical figures or experts (who are no longer alive) deliver lectures or training sessions.
- Corporate Misrepresentation: In business, deep fakes could create fake announcements from CEOs or other key figures, potentially impacting stock prices or causing corporate disruption.
- Legal and Judicial Scenarios: Fabricated evidence in the form of deep fake videos or audio recordings could be used to incriminate or exonerate individuals in legal cases falsely.
- Social Engineering and Fraud: Deep fakes could be used in sophisticated phishing schemes, where fraudsters impersonate trusted individuals to extract sensitive information or money.
Ethical and Legal Considerations
Using deep fakes raises significant ethical and legal questions concerning consent, privacy, and potential harm. There is an ongoing debate about regulating this technology to prevent misuse while allowing for its beneficial applications. The challenge is to balance innovation, freedom of expression, and protection against harm.
In summary, while deep fakes offer exciting entertainment, art, and education possibilities, their potential for misuse in spreading misinformation, manipulating public opinion, and conducting fraud is a serious concern. It's crucial for both the public and professionals to be aware of the capabilities and risks associated with deep fake.
Think of the consequences for you and your company
Whether it’s for trying to damage one's brand or reputation, either way, you might not want to be the victim of a real fake. Unfortunately, It’s awfully hard to undo things once they are seen (try not to think of the proverbial pink elephant). Think of a deep fake or your product not working in an ad or in an online video. There might not be a good way to try to correct it, as any attempt will likely only draw more attention to it.