Theatrical Compliance: A Failure Mode in Large Language Models

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Bibliographic Details
Main Author:	Nowickij (Navitski), Kirill Vladimirovich
Format:	Recurso digital
Language:	English
Published:	Zenodo 2026
Subjects:	theatrical compliance large language models AI reasoning quality cognitive process evaluation prompt engineering metacognitive systems AI alignment chain-of-thought prompting AI reasoning language model failure modes LLM reasoning evaluation pseudo-reasoning cognitive emptiness AI safety model interpretability faithfulness of reasoning evaluation frameworks reasoning quality metrics LLM auditing cognitive bias in LLMs reasoning traces deep learning failures language model reliability AI risk assessment human-AI interaction
Online Access:	Acceder al recurso
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https://doi.org/10.5281/zenodo.19628186

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

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