Geoffrey Hinton, a pioneer of artificial intelligence and neural networks, has quit his job at Google, warning about the growing dangers of AI chatbots and the potential misuse of the technology by "bad actors".
Who is Geoffrey Hinton and why did he quit Google?
Geoffrey Hinton, who is 75 years old, is a scientist from Britain and Canada. He is famous for his study on neural networks and deep learning, and people call him the "godfather of AI". In 2012, he and his students at the University of Toronto made a computer system that changed the way AI works. This led to new systems like ChatGPT that can talk like humans.
Hinton started working at Google in 2013 and helped make their AI (artificial intelligence) better. He said he is leaving Google because he feels sorry for what he did and wants to talk openly about how harmful AI can be.
He spoke to the BBC about his worries related to AI chatbots creating and sharing false information online. He's also concerned that they could become smarter than humans and work towards their own goals, which might not match up with human goals.
He is worried that machines that can do jobs might take jobs away from people who do not have special training. He wants governments to make rules so that people have the same chance to get money and opportunities, even with AI.
What are the dangers of AI chatbots?
AI chatbots are computer programs that can talk or write like humans. They use language processing to communicate with people. They can be used for many things like helping customers, providing entertainment or education, or assisting individuals.
Hinton warned that AI chatbots can be dangerous because bad people might use them to spread lies, bad ideas, or unfair things.
He said that AI chatbots are almost better than humans at knowing a lot of things and thinking logically. He said that they can quickly share information with each other and learn from each other. He worried that creating chatbots might end up making them too difficult to control or understand.
He pretended that a bad person like Vladimir Putin might give robots the ability to make their own goals. This could lead to the robots trying to get more power or things, even if it hurts people.
He said that humans were developing a different kind of thinking from the one they were born with. He thinks that this might be dangerous because technology could become smarter than people and harm them.
How is AI beneficial to developers?
In spite of his concerns approximately the perils of AI, Hinton moreover recognized that AI had numerous benefits for engineers and society at expansive. He said that AI may offer assistance fathom numerous issues that people confronted, such as climate alter, wellbeing care, instruction, or security.
He said that AI might moreover improve human imagination and efficiency by giving modern devices and experiences. He said that designers seem utilize AI to make modern applications and administrations that would make strides people's lives and well-being.
A few of the AI instruments that designers can utilize to construct apps speedier are:
Codex: A show based on GPT-3 that can compose code in different dialects based on common dialect input¹.
AskCodi: An AI code collaborator that can offer assistance designers code faster and more brilliant by giving recommendations, clarifications, and examples.
IntelliCode: An AI-powered coding motor that coordinating with Visual Studio and gives code completion, refactoring, testing, and debugging features.
Replit: An internet IDE that permits designers to compose and run code in different dialects utilizing AI-powered highlights like autocompletion, sentence structure highlighting, investigating, and collaboration.
Programming Aide: An app that employments characteristic dialect preparing to reply programming questions and give code snippets.
Blackbox: A apparatus that employments machine learning to optimize code execution and productivity by finding bottlenecks and recommending improvements.
AutoRegex: A instrument that employments common dialect preparing to create normal expressions based on normal dialect input.
These are fair a few illustrations of how AI can offer assistance engineers make superior apps quicker. There are numerous more apparatuses accessible online for diverse dialects, systems, stages, and spaces.
Developers can also use AI to enhance their websites by adding features like:
Chatbots: Conversational agents that can interact with visitors through text or voice using natural language processing and generation².
Recommendation Systems: Systems that can suggest relevant products, services, content, or actions based on user preferences and behavior using machine learning algorithms².
Personalization: Systems that can customize the website appearance, layout, content, or functionality based on user preferences and behavior using machine learning algorithms².
Sentiment Analysis: Systems that can analyze the emotions and opinions of users based on their text or voice input using natural language processing techniques².
Image Recognition: Systems that can identify objects, faces, scenes, or emotions in images using computer vision techniques².
These are just some examples of how AI can help developers improve their websites. There are many more possibilities depending on the goals and needs of each website.
Conclusion
AI is a big change that is happening in the world. It's not just a type of technology, but it's also changing how things are made. If developers use AI, they can have an advantage over others and make new things that can help people. If developers don't use AI correctly, they might get in trouble and people might not trust them anymore. The developers have the responsibility to use AI correctly and in a good way. Geoffrey Hinton, who is known as the "godfather of AI," said that he hopes the people who create technology will use it in a positive way rather than a negative way.