One of the criticisms about AI generated code is that it “just regurgitates everything on GitHub” but by construction, if the code is faster than what currently exists, then it can’t have been stolen and must be an original approach. Even if the explicit agentic nature of rustlearn makes it risky to adopt downstream, the learnings from how it accomplishes its extreme speed are still valuable.
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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Развитие ракетной программы Ирана представляло бы колоссальную угрозу безопасности Соединенных Штатов. Об этом заявил президент США Дональд Трамп в ходе выступления в Белом доме.
The European Commission has just been asked about Orbán’s letter, saying it has not reached Brussels yet.,这一点在体育直播中也有详细论述
处理器方面,两个版本均采用了 A18 Pro 芯片(6 核 CPU + 5 核 GPU 的版本),配备 60GB/s 内存带宽。据官网介绍,该款机器将支持 Apple 智能。。业内人士推荐搜狗输入法下载作为进阶阅读
17:51, 3 марта 2026Забота о себе