The letter P represents problems that have been shown to be feasible to solve, meaning, the time to compute a solution is not out of reach; and the solution to which is also easy to verify ...

Apr 13, 2023 ... Programming is about problem solving more ... News flash AI can also solve problems, and the solutions that it can ... generative programs, but ...

The year saw the emergence of generative AI, which moved the technology from the shadows to center stage in the public imagination. It also saw boardroom drama in an AI startup dominate the news ...

On its own or combined with other technologies (e.g., sensors, geolocation, robotics) AI can perform tasks that would otherwise require human intelligence ...

In contrast to traditional discriminative ML learning tasks, the output space of generative AI is often high dimensional, leading to unique problems in regards to efficient inference, pruning, and quantization. Fundamentally, LLMs model probability distributions over a discrete state space, i.e., text tokens.