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What is the goal of explainable AI? Is it possible? - Sukumaran, Bengaluru.
Explainable AI is a set of tools and frameworks built into several Google products and services. They help you understand and make sense of the predictions made by your machine learning models. With it, you can fix bugs, improve model performance, and explain how your models work to other people.
It is a new area of research in Artificial Intelligence (AI). XAI can answer "wh" questions and explain how AI got to a specific solution (such as classification or object detection). In traditional AI, this kind of explainability is not possible.
What is generative AI? Where do we use it? - Knox Noel, Visakhapatnam
Generative AI refers to a class of AI systems that generate new outputs based on the data they were trained with. It employs generative adversarial networks and deep learning and has numerous applications, including creating images, text, and audio.
It can generate new music, code, graphics, text, simulations, and video material. Recent advances in the discipline have the potential to alter our approach to content development significantly.
Is there any tool to detect AI-generated content? For example, can Google detect AI-written content? - Monisha Cassandra, Australia
OpenAI's AI Text Classifier can assist in identifying AI-generated text, although it could be better and can make errors. For example, it can mislabel both texts made by AI and text written by humans.
Google can use algorithms to evaluate the quality of the written text, as well as different irregularities and trends in AI-generated content. For example, Google will search for sentences that are incomprehensible to humans but contain relevant keywords.
Is ChatGPT good at coding? Can it solve coding problems? - Sinduja Gaikwad, Mumbai
ChatGPT can speed up many routine tasks in coding and other jobs, but to do so will require learning new skills. It means learning how to come up with the prompts that will make it do what needs to be done.
ChatGPT can help you find the problem and give you a possible solution that may take some weight off your shoulders. In addition, it has much computing power, so you can quickly find edge cases in your code.
Can AI run on a quantum computer? - Parvathy Nambiar, Kottayam
Yes, because classical computers have limited computing capacity, the capabilities of AI on conventional systems are restricted. Quantum computing has the potential to deliver a significant processing increase for machine learning and AI difficulties due to its capabilities.
What are the benefits of AI in gaming? How is it used in gaming? - Abdul Hameed, Delhi
AI can enhance the performance of simulations in online games, improve aesthetics, and render the games more natural and lifelike.
In video games, AI simulates human-like, responsive, adaptive, and intelligent behaviour in non-player characters (NPCs).