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Reflective Linguistic Programming (RLP): A Stepping Stone in Socially-Aware AGI (arxiv.org)
1 point by Laaas on May 23, 2023 | hide | past | pdf | discuss on HN

In plain words: A conversational AI is asked to write out its personality, its emotional reaction to each message, and its plan before replying. In a toy demon persona, strategic deception and sensitivity to user discomfort appeared on their own, without being programmed or prompted.

Abstract · Reflective Linguistic Programming (RLP): A Stepping Stone in Socially-Aware AGI (SocialAGI)

This paper presents Reflective Linguistic Programming (RLP), a unique approach to conversational AI that emphasizes self-awareness and strategic planning. RLP encourages models to introspect on their own predefined personality traits, emotional responses to incoming messages, and planned strategies, enabling contextually rich, coherent, and engaging interactions. A striking illustration of RLP's potential involves a toy example, an AI persona with an adversarial orientation, a demon named `Bogus' inspired by the children's fairy tale Hansel & Gretel. Bogus exhibits sophisticated behaviors, such as strategic deception and sensitivity to user discomfort, that spontaneously arise from the model's introspection and strategic planning. These behaviors are not pre-programmed or prompted, but emerge as a result of the model's advanced cognitive modeling. The potential applications of RLP in socially-aware AGI (Social AGI) are vast, from nuanced negotiations and mental health support systems to the creation of diverse and dynamic AI personas. Our exploration of deception serves as a stepping stone towards a new frontier in AGI, one filled with opportunities for advanced cognitive modeling and the creation of truly human `digital souls'.

Kevin A. Fischer
arXiv:2305.12647 · cs.AI, cs.CL, cs.HC, cs.LG · submitted May 22, 2023
abstract · pdf · html · 12 pages

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