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Zero shot learning

An unexpected success in zero-shot, few-shot and streaming RL

In the last blog we looked at the phenomenon of “jagged intelligence” — the paradox that AIs are simultaneously superhuman and stupid in adjacent skills. We identified a lack of continual, fast learning and embodiment as possible causes of this weirdness, and noted that embodiment is also a “learning problem”, because current ML models can’t learn… Read More »An unexpected success in zero-shot, few-shot and streaming RL

Not like us: Why AI feels alien, and how to fix it

Introduction Will highly intelligent machines inevitably think like us? Our experiences with AI that is simultaneously incredibly powerful and incredibly flawed are evidence that not all forms of intelligence are the same. Until recently, all human-level intelligence was human. Now, AI seems to threaten our monopoly. But truly human-level and human-like artificial general… Read More »Not like us: Why AI feels alien, and how to fix it