Guardian Angels: LLM Personalization for Productivity and Security
Highly personalized LLMs can enhance productivity and cybersecurity by emulating user values and preferences. Techniques proposed include dynamic evaluation of LLMs and active learning to create 'guardian angels' that support users without replacing them.
gwern.net
59 min
7/14/2026
Guardian Angels: LLM Personalization for Productivity and Security
Highly personalized LLMs can enhance productivity and cybersecurity by emulating user values and preferences. Techniques proposed include dynamic evaluation of LLMs and active learning to create 'guardian angels' that support users without replacing them.
gwern.net
59 min
7/14/2026
Guardian Angels: LLM Personalization for Productivity and Security
Highly personalized LLMs can enhance productivity and cybersecurity by emulating user values and preferences. Techniques proposed include dynamic evaluation of LLMs and active learning to create 'guardian angels' that support users without replacing them.
gwern.net
59 min
7/14/2026
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