We’re releasing an analysis showing that since 2012 the amount of compute needed to train a neural net to the same performance on ImageNet classification has been decreasing by a factor of 2 every 16 months. Compared to 2012, it now takes 44 times less co... (more…)
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In a previous post, I described teaching a humanoid to walk by imitating a fellow humanoid. Here I give my humanoid the capability to learn on its own. The humanoid’s only resources are the Proximal Policy Optimization algorithm, two randomly initialized ... (more…)
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Wherein I take you on a journey through the sordid details of academic hardships (but in a fun way). I actually am curious if this is a better approach to he... (more…)
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This paper attempts a preliminary analysis of the global desirability of different forms of openness in AI development (including openness about source code, science, data, safety techniques, capabilities,... (more…)
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While China's trove of data may give it an advantage now, it may not be much of a long-term foothold on the climb to AI dominance. (more…)
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