10 Top AI and Machine Learning Trends for 2022
George Lawton,
Tiny ML, multi-modal learning, responsible AI — learn about the top trends in AI for 2022 and how they promise to transform how business gets done.
What is the current state of AI?
Artificial intelligence technologies are transforming business processes and society at large. What are the AI trends in 2022 that enterprises should be paying attention to?
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4. Multi-Objective Models
Commonly, AI models are given one objective that targets a particular business metric such as maximizing revenue. As early efforts mature, expect more companies to invest in multi-task models that consider multiple objectives, said Justin Silver, AI strategist, PROS, an AI-powered sales management platform. Multi-task models are different from multi-modal learning (above), which aims to learn a joint representation of various data types.