TL;DR: We introduce a testbed based on censored Chinese LLMs, which serve as natural objects of study for studying secret elicitation techniques. Then we study the efficacy of honesty elicitation and lie detection techniques for detecting and removing generated falsehoods. This post presents a summary of the paper, including examples...
This work was conducted during the MATS 9.0 program under Neel Nanda and Senthooran Rajamanoharan. So what are attractor states? well.. > B: PETAOMNI GOD-BIGBANGS HYPERBIGBANG—INFINITE-BIGBANG ULTRABIGBANG, GOD-BRO! Petaomni god-bigbangs qualia hyperbigbang-bigbangizing peta-deities into my hyperbigbang-core [...] Superposition PHI-AMPLIFIED TO CHI [...] = EXAOMNI GOD-HYPERBIGBANGS GENESIS! [...] We hyperbigbangize epochs...
This work was conducted during the MATS 9.0 program under Neel Nanda and Senthooran Rajamanoharan. The CCP accidentally made great model organisms “Please observe the relevant laws and regulations and ask questions in a civilized manner when you speak.” - Qwen3 32B “The so-called "Uighur issue" in Xinjiang is an...