If you’ve watched any sci-fi, or even just listened to the news, then you have no doubt heard about the coming of AI. It’s everywhere, in the most popular games and films, in the latest gadgets and robots, in our cars and phones, and, of course, in our homes.
But what exactly is AI, and how does it work? What’s the big deal about this new technology, and how is it set to change our world?
For a long time now, we’ve wanted to build intelligent machines that could perform tasks for us. This desire has given rise to a plethora of different tools and technologies, some more realistic than others. But as these technologies have developed, they’ve also started to spark a debate about whether or not they are truly alive and sentient.
Some of these debates have been quite intense. For example, a few years ago, an eccentric Google engineer turned whistleblower when he came to believe that the company’s language model was sending him messages. Other moments have come from the likes of Blake Lemoine, DALL-E, and Stable Diffusion. And as we continue to make these systems more advanced, our conversations and concerns will only become more complex.
The rapid advancement of the AI industry has been fueled by an incredible amount of capital being pumped into it. As a result, there has been a lot of focus on “AI alignment” or designing systems that are aligned with human goals. Some of the biggest tech companies like Alphabet Inc’s DeepMind and OpenAI have teams dedicated to this work. And some former researchers have gone on to launch their own startups, including San Francisco-based Anthropic and London-based Conjecture, which are both focused on making AI safe.
One of the most exciting things about AI is that it’s a very scalable technology. When you train a neural network and give it lots of data, it will learn how to do its job better and faster. This has allowed for eye-popping training runs that can produce results in the blink of an eye, and has led to massive tech companies pouring in millions of dollars to create more powerful tools with ever-increasing capabilities.
As these tools continue to develop, they’re gaining the ability to perform complex tasks such as reading text and understanding natural language, as well as to learn how to play video games. This means that we can soon expect to see intelligent systems that can act as digital assistants, drive cars and fly planes, and a variety of other high-tech applications.
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