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Send Mixed Signals via LLM Steering
- walterbell 3y agoPaper, https://pranavkhadpe.github.io/assets/publication/SIGBOVIK24_SMS.pdf https://pranavkhadpe.github.io/assets/publication/SIGBOVIK24... We present computational techniques to steer the outputs of LLMs and generate mixed signals based on the emerging idea of scenario nesting, which suggests that by immersing LLMs in fictional worlds, we can challenge and change their worldview. We instantiate these techniques in an interactive system, SMS, that allows users to craft mixed signals, with control over the number and content of signals mixed. Taken together, this paper points to a future where mediums of expression, ranging from digital mediums all the way to language itself, are able to reflect and accommodate the richness, complexity, and contradictions of human intentions, rather than sterilizing and censoring our intentions.