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Articles by Matthew Rahtz
Tracr: Compiled Transformers as a Laboratory for Interpretability
arXiv:2301.05062 (cs) [Submitted on 12 Jan 2023 (v1), last revised 3 Nov 2023 (this version, v5)] Download PDF Comments: Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML) Cite as: arXiv:2301.05062 [cs.LG] (or arXiv:2301.05062v5 [cs.LG] for this version) https://doi.org/10.48550/arXiv.2301.05062 Submission history From: David Lindner [ view email] [v1] Thu, 12 Jan 2023 14:59:19 UTC (1,164 KB) [v2] Tue, 21 Feb 2023 10:51:03 UTC (1,163 KB) [v3] Wed,...
Specification gaming: the flip side of AI ingenuity — LessWrong
(Originally posted to the Deepmind Blog) Specification gaming is a behaviour that satisfies the literal specification of an objective without achieving the intended outcome. We have all had experiences with specification gaming, even if not by this name. Readers may have heard the myth of King Midas and the golden touch, in which the king asks that anything he touches be turned to gold - but soon finds that even food and drink turn to metal in his hands.
Specification gaming: the flip side of AI ingenuity
Specification gaming is a behaviour that satisfies the literal specification of an objective without achieving the intended outcome. We have all had experiences with specification gaming, even if not by this name. Readers may have heard the myth of King Midas and the golden touch, in which the king asks that anything he touches be turned to gold - but soon finds that even food and drink turn to metal in his hands.
Specification gaming: the flip side of AI ingenuity
Specification gaming is a behaviour that satisfies the literal specification of an objective without achieving the intended outcome. We have all had experiences with specification gaming, even if not by this name. Readers may have heard the myth of King Midas and the golden touch, in which the king asks that anything he touches be turned to gold - but soon finds that even food and drink turn to metal in his hands.
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