Sarah Silverman really did a hit job on AI systems on the 11-8 episode of the Daily Show. I feel like it is largely fueled by ignorance of how the mathematics in these systems actually works. These systems do not make “copies/are copycats” like Sarah ignorantly espoused, they train on data and project that into an n-dimensional space to generate something new from its experience, not much different than humans do. They do not memorize the original data and make copies at all.
Most of are you are familiar with 2 dimensions like a piece of paper or 3 dimensions like a cube, machine learning systems learn in n-dimensional space where n can be any number; most of these systems the space is 10,000-1 million dimensions. These systems aren’t simply making a simple copy but extracting the most salient features in text, images, etc into a n-dimensional space to create a new product based on all of its experiences.
This is really no different than how humans create art, they observe lots of styles, learn from it, and try to create new things based on their knowledge based on the many dimensions learned by their observation and experience. Why is it wrong for a computer to learn from art posted online, but it is no issue for a human to learn from art posted online? Do humans have to cite every single painting they ever saw when creating something new? This seems like a double standard honestly.
Also creating AI models is in itself an expression of the artistic process. These systems are created by humans, not machines; they are an extension of human mathematical and scientific creativity. Fire was made by hand for 1000s of years; is it not an extension of human creativity to create a lighter such that you can create a flame at any time; likewise generating AI systems to create art is in itself an extension of human creativity and ingenuity in the same way that creating a lighter to make fire making easier is.
I liked Sarah Silverman for the rest of her segments, but she really showed her ignorance and lack of any technical understanding from a scientific/mathematics perspective on the development of AI.
Upfront about her misinformed facts that she spread to further misinform the public?
Well I don’t know enough to know if she’s misinformed or not, so I’m talking about the fact that she has a stake in the argument/discussion about AI.
The entire topic that OP wrote about and what we’re talking about is how Sarah’s segment on AI technology was misinformed and biased because of an ongoing conflict of interest. It is misinformation which is dangerous. It is only three paragraphs long. You can read it if you want for context.