Top AI Trends for 2022

As AI continues to improve and expand, the need for provisioning it is vital. As a result, IT leaders must consider how to best provide AI services to employees and ensure that they remain productive. Moreover, quantum computing offers tremendous promise as a means to build more powerful AI models. While quantum computing is still at the experimental stage, Amazon, Microsoft, and IBM are making their quantum computing resources available through cloud models. Shortly, AI will play a key role in helping employees and employers alike stay successful and engaged.

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Multimodal learning

One of the most promising approaches to multimodal AI is to use one model to perform several tasks at once. To be successful, the model should have the ability to scale and handle interference while taking advantage of synergies. This requires an advanced technique for multimodal computing known as sparse conditional computation. It has been shown that LIMoE has solid performance with less computation. In addition, this…