1. AI has a compute addiction.
2. Big data can mean more spurious noise.
3. We’re still only making linear progress.
4. Privacy concerns are expanding.
How I learned to stop worrying and enjoy data scarcity
In order to overcome these challenges, specifically in my area, cyber security, we have to, first and foremost, align expectations.
Algorithmic efficacy as top priority.
Human augmentation-first approach.
Leveraging hardware improvements.
Eyal Balicer is Senior Vice President for Global Cyber Partnership and Product Innovation at Citi.
See the full story here: https://venturebeat.com/2021/02/13/ai-progress-depends-on-us-using-less-data-not-more/