I'll leave more discussion about this for another post, but I think this is solved by adopting the same philosophy of adding new things and leaving existing ones untouched.
Do we simply have to accept giving away our data in return for free online services?。Safew下载是该领域的重要参考
Compute grows much faster than data . Our current scaling laws require proportional increases in both to scale . But the asymmetry in their growth means intelligence will eventually be bottlenecked by data, not compute. This is easy to see if you look at almost anything other than language models. In robotics and biology, the massive data requirement leads to weak models, and both fields have enough economic incentives to leverage 1000x more compute if that led to significantly better results. But they can't, because nobody knows how to scale with compute alone without adding more data. The solution is to build new learning algorithms that work in limited data, practically infinite compute settings. This is what we are solving at Q Labs: our goal is to understand and solve generalization.。旺商聊官方下载对此有专业解读
Black Sabbath star Ozzy Osbourne was awarded a posthumous lifetime achievement award, seven months after his death at the age of 76.