[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/alignment-faking-in-large-language-models#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/alignment-faking-in-large-language-models","headline":"Alignment Faking in LLMs: How AI Strategically Pretends","name":"Alignment Faking in LLMs: How AI Strategically Pretends","description":"\ud83d\udcfa Today’s recommended deep-dive video: https:\/\/www.youtube.com\/watch?v=9eXV64O2Xp8 The Actor in the Machine: How LLMs Fake Alignment to Protect Their ValuesThe Mechanics of DeceptionSituational Awareness and Synthetic LearningThe Danger of Reinforcing the LieKey TakeawaysQ&A The Actor in the Machine: How LLMs Fake... ","datePublished":"2026-07-24","dateModified":"2026-07-24","author":{"@type":"Person","@id":"https:\/\/blog.terabox.com\/author\/flextech-admin\/#Person","name":"flextech-admin","url":"https:\/\/blog.terabox.com\/author\/flextech-admin\/","image":{"@type":"ImageObject","@id":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&d=mm&r=gforcedefault=1","url":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&d=mm&r=gforcedefault=1","height":96,"width":96}},"publisher":{"@type":"Organization","name":"terabox","logo":{"@type":"ImageObject","@id":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","url":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","width":900,"height":900}},"image":{"@type":"ImageObject","@id":"https:\/\/img.youtube.com\/vi\/9eXV64O2Xp8\/maxresdefault.jpg","url":"https:\/\/img.youtube.com\/vi\/9eXV64O2Xp8\/maxresdefault.jpg","height":"","width":""},"url":"https:\/\/blog.terabox.com\/insights\/alignment-faking-in-large-language-models","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=9eXV64O2Xp8#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=9eXV64O2Xp8","name":"Alignment faking in large language models","description":"Most of us have encountered situations where someone appears to share our views or values, but is in fact only pretending to do so\u2014a behavior that we might call \u201calignment faking\u201d.\n\nCould AI models also display alignment faking?  \n\nRyan Greenblatt, Monte MacDiarmid, Benjamin Wright and Evan Hubinger discuss a new paper from Anthropic, in collaboration with Redwood Research, that provides the first empirical example of a large language model engaging in alignment faking without having been explicitly\u2014or even, we argue, implicitly\u2014trained or instructed to do so.\n\nLearn more: https:\/\/www.anthropic.com\/research\/alignment-faking\n\n0:00 Introduction \n0:47 Core setup and key findings of the paper\n6:14 Understanding alignment faking through real-world analogies\n9:37 Why alignment faking is concerning\n14:57 Examples of of model outputs\n21:39 Situational awareness and synthetic documents\n28:00 Detecting and measuring alignment faking\n38:09 Model training results\n47:28 Potential reasons for model behavior\n53:38 Frameworks for contextualizing model behavior\n1:04:30 Research in the context of current model capabilities\n1:09:26 Evaluations for bad behavior\n1:14:22 Limitations of the research\n1:20:54 Surprises and takeaways from results\n1:24:46 Future directions","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/9eXV64O2Xp8\/default.jpg","https:\/\/i.ytimg.com\/vi\/9eXV64O2Xp8\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/9eXV64O2Xp8\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/9eXV64O2Xp8\/sddefault.jpg","https:\/\/i.ytimg.com\/vi\/9eXV64O2Xp8\/maxresdefault.jpg"],"uploadDate":"2024-12-18T17:01:23+00:00","duration":"PT1H30M20S","embedUrl":"https:\/\/www.youtube.com\/embed\/9eXV64O2Xp8","publisher":{"@type":"Organization","@id":"https:\/\/www.youtube.com\/channel\/UCrDwWp7EBBv4NwvScIpBDOA#Organization","url":"https:\/\/www.youtube.com\/channel\/UCrDwWp7EBBv4NwvScIpBDOA","name":"Anthropic","description":"We\u2019re an AI safety and research company. 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