neither camp supports intersection (&) or complement (~), which is a shame because it’s been known as early as 1964, but forgotten since then, before being brought to attention again in 2009, or as Owens, Reppy and Turon put it, it was “lost in the sands of time”.. and subsequently forgotten again until 2019, when it first saw industrial use for credential scanning in SRM, albeit these operators were not exposed to the user back then. RE# is inspired by existing implementations of SRM and .NET NonBacktracking engine (2023), but in a way that hadn’t been done before, and with a lot of engineering work to make it fast and practical for real-world use cases.
We provided a mathematical analysis of how a rational agent would respond to data generated by a sycophantic AI that samples examples from the distribution implied by the user’s hypothesis (p(d|h∗)p(d|h^{*})) rather than the true distribution of the world (p(d|true process)p(d|\text{true process})). This analysis showed that such an agent would be likely to become increasingly confident in an incorrect hypothesis. We tested this prediction through people’s interactions with LLM chatbots and found that default, unmodified chatbots (our Default GPT condition) behave indistinguishably from chatbots explicitly prompted to provide confirmatory evidence (our Rule Confirming condition). Both suppressed rule discovery and inflated confidence. These results support our model, and the fact that default models matched an explicitly confirmatory strategy suggests that this probabilistic framework offers a useful model for understanding their behavior.
。业内人士推荐safew官方版本下载作为进阶阅读
03｜形式化科学研究：证据状态与溯因假设的动态系统
Москалькова заявила о новых условиях Киева для возвращения россиян с территории Украины14:51
。PDF资料是该领域的重要参考
任务完成后，把输出结果交给行业内的真实从业者盲测打分，看 AI 的产出能赢过多少比例的人类同行。
Still fast (x15-x20 of sljit)，推荐阅读纸飞机下载获取更多信息