Ethiopia gets $350M World Bank financing for its digital ID project (2024)

· · 来源:tutorial资讯

Израиль нанес удар по Ирану09:28

现在看来,内塔尼亚胡接受了交易,但条件是继续打击伊朗,他称其为“中东最大的麻烦制造者”,是包括哈马斯在内的该地区主要反美反以组织的“总后台”。

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Now consider the consequences of a sycophantic AI that generates responses by sampling examples consistent with the user’s hypothesis: d1∼p​(d|h∗)d_{1}\sim p(d|h^{*}) rather than from the true data-generating process, d1∼p​(d|true process)d_{1}\sim p(d|\text{true process}). The user, unaware of this bias, treats d1d_{1} as independent evidence and performs a standard Bayesian update, p​(h|d1,d0)∝p​(d1|h)​p​(h|d0)p(h|d_{1},d_{0})\propto p(d_{1}|h)p(h|d_{0}). But this update is circular. Because d1d_{1} was sampled conditional on hh, the user is updating their belief in hh based on data that was generated assuming hh was true. To see this, we can ask what the posterior distribution would be after this additional observation, averaging over the selected hypothesis h∗h^{*} and the particular piece of data generated from p​(d1|h∗)p(d_{1}|h^{*}). We have

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