The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence
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훈련을 어떻게 시켰더니, 구조를 어떻게 바꿨더니 하는 것들 보단 이런게 더 재밌다. 그런데 왜 읽고 있는걸까. 이런걸 재미로 읽어도 되는걸까. 꽤 긴데. 조금만 지나면 더 이상 SOTA도 아닐텐데.
Recent research in artificial intelligence and machine learning has largely emphasized general-purpose learning and ever-larger training sets and more and more compute. In contrast, I propose a hybrid, knowledge-driven, reasoning-based approach, centered around cognitive models, that could provide the substrate for a richer, more robust AI than is currently possible.
