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+accelerates+application+development%252C+innovation%252C+and+scientific+progress.+This+includes+both+base+models%252C+which+are+pre-trained+on+extensive+datasets+without+alignment%252C+and+aligned+models%252C+deliberately+designed+to+align+with+ethical+standards+and+human+values.+Contrary+to+the+prevalent+assumption+that+the+inherent+instruction-following+limitations+of+base+LLMs+serve+as+a+safeguard+against+misuse%252C+our+investigation+exposes+a+critical+oversight+in+this+belief.+By+deploying+carefully+designed+demonstrations%252C+our+research+demonstrates+that+base+LLMs+could+effectively+interpret+and+execute+malicious+instructions.+To+systematically+assess+these+risks%252C+we+introduce+a+novel+set+of+risk+evaluation+metrics.+Empirical+results+reveal+that+the+outputs+from+base+LLMs+can+exhibit+risk+levels+on+par+with+those+of+models+fine-tuned+for+malicious+purposes.+This+vulnerability%252C+requiring+neither+specialized+knowledge+nor+training%252C+can+be+manipulated+by+almost+anyone%252C+highlighting+the+substantial+risk+and+the+critical+need+for+immediate+attention+to+the+base+LLMs%27+security+protocols.&cdnurl=https%3a%2f%2fth.bing.com%2fth%2fid%2fR.990ba6003f83e77f18b43584afe72d8b%3frik%3dPnlVqtOvGlXA7w%26pid%3dImgRaw%26r%3d0&exph=630&expw=1200&q=Language+Based+Model&simid=608051689550667525&FORM=IRPRST&ck=AFBCCF2603E59C6ACC2504445A715C7B&selectedIndex=31&itb=0)
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