Learn how the 2023 Gartner Hype Cycle™ identifies exciting innovations in artificial intelligence that will be beneficial to business.
Generative AI impacts business as it relates to content discovery, creation, authenticity and regulations. It also has the ability toThe critical technologies that fall into this category include the following:
is the intelligence of a machine that can accomplish any intellectual task that a human can perform.is foundational for enterprise delivery of AI solutions at scale. The discipline creates coherent enterprise development, delivery, and operational AI-based systems.are self-managing physical or software systems performing domain-bounded tasks that exhibit three fundamental characteristics: autonomy, learning and agency.
is primarily focused on the end-to-end governance and life cycle management of advanced analytics, AI and decision models. enable orchestration, automation and scaling of production-ready and enterprise-grade AI, comprising ML, DNNs and Generative AI.is the discipline of providing inputs, in the form of text or images, to generative AI models to specify and confine the set of responses the model can produce.
“Technology vendors form generative AI groups to prioritize delivery of generative-AI-enabled applications and tools. Numerous startups have emerged in 2023 to innovate with generative AI, and we expect this to grow. Some governments are evaluating the impacts of generative AI and preparing to introduce regulations.”is the combined application of AI and simulation technologies to jointly develop AI agents and the simulated environments in which they can be trained, tested and sometimes deployed.
ensures AI model governance, trustworthiness, fairness, reliability, robustness, efficacy and data protection.identifies and utilizes cause-and-effect relationships to go beyond correlation-based predictive models and toward AI systems that can prescribe actions more effectively and act more autonomously. is a process where data assets are further classified, segmented, annotated and augmented to enrich data for better analytics and AI projects.
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