The AI industry continued to thrive this year as companies sought ways to support business continuity through rapidly-changing situations. For those already invested, many are now doubling-down after reaping the benefits.
As we wrapped the first quarter of 2022 ,it’s time to look ahead at what more to expect from the AI industry this year.
Smoother Integration of AI in companies
Many companies are uncertain where and how to begin their AI journey. Around 30% of businesses want to integrate AI into their operations in the next several years, while 91 percent expect significant challenges and roadblocks.
If the uncertainty and fear that surrounds AI can be eliminated, AI adoption will skyrocket.
From the cloud to the edge
The migration of AI from the cloud to the edge will pick up speed in 2022.Edge processing has a number of advantages over cloud-based processing, including speed, dependability, privacy, and cost savings.
Doing more with less
One of the early concerns about AI was that it would be dominated by “big tech” because of the massive quantity of data they had collected.
Innovative technologies, on the other hand, are now allowing algorithms to be trained with less data. For each deployment, training with smaller but more distinct datasets could prove to be more beneficial.
In 2022, we believe that more entrepreneurs will demonstrate that the world does not need to rely on big tech.
Human powered AI
Greater human input also helps to build wider trust in AI. Involving humans helps to counter narratives about AI replacing jobs and concerns that decisions about people’s lives could be made without human qualities such as empathy and compassion.
Expect human input to lead to more useful AI decisions in 2022.
Increased quality of collected data
A robust AI system requires two things: a working model and the data necessary to train that model. Collecting large amounts of data is pointless if it isn’t of good quality and properly marked.
Expect the AI industry to make the quality of data a priority in 2022.
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