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I guess the authors are making an important point (that challenges the current belief & trend in AI): adding reasoning or thinking to a model ( regardless of the architecture or ge…

“The variance of which you speak would be handled by the current deployed version of the system that has been tested and declared fit for operation across a range of conditions.” T…

Would you seriously deploy a rigid AI system into a mission-critical environment—say, autonomous driving, finance, or defense—where conditions change constantly? It's a safety risk…

1. Why do we still tolerate AI systems that stop learning the moment they’re deployed? “Today’s AI systems go through two distinct phases: training and inference… After training is…

I was wondering if anyone might be aware of a continual learning (CL) method that works for "regression" problems (it appears that most current CL methods are only suited to classi…