AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Large language models make claims about themselves that are both consequential and increasingly difficult to verify from behavior alone. How can we distinguish plausible confabulations from genuine introspection? In this paper, we identify mechanistic signatures of faithful self-report in a controlled setting. Using lo...
This work proposes a complementary monitoring primitive: measuring traces of language-model assistance in public government documents, and discusses how this signal could complement existing instruments for monitoring government AI adoption, and where it falls short.
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