Hank Campbell
Above all else, AI is an idea—an ideal—shaped by worldviews and sci-fi tropes as much as by math and computer science. Figuring out what we are talking about when we talk about AI will clarify many things. We won’t agree on them, but common ground on what AIiswould be a great ...
AI transparency and explainable AI:AI transparency refers to the openness and clarity of how AI systems work to ensure that their operations, decision-making processes, and outcomes are understandable and interpretable by humans. This is crucial for building trust in AI applications and addressing con...
AI is being used to power virtual assistants, personalized content and product recommendations, image generators, chatbots, self-driving cars, facial recognition systems and more. What are the types of AI? The 7 main types of artificial intelligence are: ...
Machine learning is the science of teaching computers to learn from data and make decisions without being explicitly programmed to do so. Deep learning, a subset of machine learning, uses sophisticated neural networks to perform what is essentially an advanced form of predictive analytics. ...
Why is deep learning important? Deep learning has various use cases for business applications, including data analysis and generating predictions. It's also an important element of data science, including statistics andpredictive modeling. Therefore, it's extremely beneficial todata scientistswho are ta...
What is machine learning?Machine learning is a form of artificial intelligence that can adapt to a wide range of inputs, including large sets of historical data, synthesized data, or human inputs. (Some machine learning algorithms are specialized in training themselves to detect patterns; this ...
that anyone will agree that Isaac Newton would be well on the top of this curve. When you think that at the age of 25 he had produced enough science, physics and mathematics to make 10 or 20 men famous – he produced binomial theorem, differential and integral calculus, laws of gravitatio...
feed-forward layers, and normalization layers, all working together to decipher input to predict streams of output at inference. The layers can be stacked to make deeper transformers and powerful language models. Transformers were first introduced by Google in the 2017 paper“Attention Is All You ...
Video: What Is Generative AI? Generative AI vs. AI Artificial intelligenceis a vast area of computer science, of which generative AI is a small piece, at least at present. Naturally, generative AI shares many attributes in common with traditional AI. But there are also some stark distinctions...