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Artificial Intelligence: AI Usage Patterns by AI Pioneers
An MIT Sloan study of more than 3000 global organizations and their use of AI identified four groups of adopters: Pioneers Investigators Experimenters Passives The groups called Pioneers are those that have a good understanding of AI and have AI…
AI and Machine Learning Chip Sets: Is the Battle Against FPGAs and ASICs one that GPUs Ultimately Cannot Win?
GPUs have sped the development of machine learning and artificial intelligence in recent years. GPUs are bandwidth optimized to be able to do large amounts of matrix multiplication and convolution. CPUs are highly programmable and not as specialized in what…
Artificial Intelligence: The Replacement to Moore’s Law is Data
Gordon Moore noted in a 1965 paper that the density of integrated circuits doubled about every two years. The rest is history. Moore’s law proved to be remarkably accurate to even this day. The current pace is closer to every…
Artificial Intelligence: Attempts to Make Black-Box Algorithms Explainable
Many recent successes using Artificial Intelligence have been stunning. But a major criticism of the technique is that often AI results can not be fully explained or are not totally reproducible. Even the designers of the AI algorithm are not…
Digital Twins: Data Models for Non-destructively Simulating Objects and Systems
As both software and hardware technologies advance, so does our ability to model and simulate the world around us digitally. Digital twins pair a computer simulation of a physical object with an actual object or system. Computer simulation is nondestructive…