The internet is constantly flooded with misinformation, but with at least a little effort it wasn’t difficult to separate fact from fiction. has become more important than ever.
words “deepfakecontains a set of technologies that all share the use of deep learning neural networks to achieve their individual goals. Deepfakes hit the public eye when it became possible to easily replace someone’s face in a video. Thus, someone could replace an actor’s face with that of the President of the United States, or replace just the president’s mouth and have him say something that never happened.
For a while, we’ll have to impersonate voices, but deepfake technology can also duplicate voices.The availability of deepfake technology in real-time has opened up the possibility for hackers and other malicious actors to impersonate someone in a real-time video call or broadcast. Video “evidence” seen on the internet must be treated as a potential deepfake until verified.
AI image generation
AI image generator caused stir up the artist community All about the impact it has on people making a living as artists and whether commercial artists are in danger of being replaced. What hasn’t caused as much debate is the potential for false alarms thanks to this technology.
The AI image generation system can generate photo-realistic images of the entire fabric using text-based prompts, sample images, and original images for manipulation purposes. For example, you can erase certain parts of the original image and use a technique called “inpainting” to replace the erased parts of the image with whatever your AI likes.it’s simple Generate images on your own PC using software such as Stable Diffusion.
If someone wants to look like they have a real gun instead of a toy gun, that’s easy for the AI. Want to make scandalous photos of celebrities? AI image generation (and deepfakes) can be exploited in exactly this way.You can also generate Photorealistic faces of non-existent people.
AI video generation
AI image generation and deepfakes are just the beginning. Meta (Facebook’s parent company) has already proven it. AI video generation Over time, only a few seconds of footage can be generated, but the length of videos and the amount of control users have over their content is expected to grow exponentially.
For now, it’s perfectly possible to have AI generate grainy clips of Bigfoot or Nessie without wearing a costume or flying to Scotland with a camera and a small wooden model. Before AI video generation was possible, video was always easy to manipulate. However, now I can’t trust the videos that are shown at all.
When you jump into a chat with customer support, you’re talking to a machine, not a human. AI technology (and traditional programming techniques) are powerful enough to allow machines to have sophisticated conversations with us. Especially if it’s narrow, like getting a warranty replacement or if you have a technical question about something.
With advanced speech recognition and synthesis, if you look at it Demos of systems such as Google Duplex , which gives us a real sense of where we are going. The unleashing of AI-powered bots on social media platforms increases the likelihood of coordinated misinformation campaigns with real-world impact.
To be fair, social media platforms like Twitter have always had a problem with bots, and these bots were generally unsophisticated. Social media has given rise to the possibility of creating a fake persona to fool anyone. Other technologies on this list can also be used to create images, audio, and video to ‘prove’ that they are real.
We go to the internet to learn about the world and find out what is happening around the world. Human writers (that’s us!) are an important source of that information, but AI writers are getting good enough to put out similar quality work.
Much like AI artists, there is debate about whether such software will replace people writing for a living, but here too there is a largely ignored angle of misinformation.
If you can create original faces, create social media persona bots, and create videos and audio featuring fictional characters, you can conjure up entire publications overnight. Dubious “news” websites are already a convincing source of misinformation for many internet users, but AI techniques like this could make the problem even worse.
Not only do these technologies open up new avenues of exploitation, they are also problematic because counterfeits are difficult to detect. Deepfakes are already to the point where even experts have trouble telling what is fake and what is not. This is why they fight and use fire with fire. AI techniques to detect generated or manipulated images by looking for distinct signs invisible to the human eye.
While this works for a while, it can also lead to an unintended AI arms race, ironically pushing technologies that create fake content to higher levels of fidelity. The only sound strategy for us humans is to treat everything we see on the internet as fake until proven otherwise, unless it comes from a verified source with transparent processes and policies. (Though I doubt your conspiracy theorist uncle believes the UFO videos he keeps sending you are not real.)