AI Predictions 2024 No3: AI Assurance

James Ramsden Data Science Capability Lead here at Naimuri, shares his thoughts about the top AI trends we can expect to see in 2024.

No3:

AI Assurance.

"What we will see in 2024 is much more of a focus on the practicalities of developing, deploying, and using AI and more on AI assurance.

Not the high-level kinds of AI assurance methods that are already fairly well documented in frameworks, but the pragmatic approaches to how you effectively assure AI for a particular use case, with its upstream and downstream impacts, that full assurance lifecycle from discovery to independent testing and evaluation to ongoing monitoring (as is already possible with various MLOps products).

Some people are already preparing for this and already building frameworks for AI assurance, and I think this will really escalate in 2024".