Stay updated with breaking news from Pretrained Transformers. Get real-time updates on events, politics, business, and more. Visit us for reliable news and exclusive interviews.
AI Adoption Slow For Design Tools Kapoor, A., Lin, R., & Green, W. M. . Power, complexity, and scaling of photonic integrated circuits. Applied Physics Reviews, 6, 031307. ...
In my essay “Just ask for Generalization”, I argued that some optimization capabilities, such as reinforcement learning from sub-optimal trajectories, might be better implemented by generalization than by construction. We have to generalize to unseen situations at deployment time anyway, so why not focus on generalization capability as the first class citizen, and then “just ask for optimality” as an unseen case? A corollary to this design philosophy is that we should discard inductive biases that introduce optimization bottlenecks for “the data sponge”: if an inductive bias turns ...