planning, inhibitory control, attention, long-term memory) by sending top-down control signals to the perceptual, motor, and language cortices. This research is inspired by the role of the prefrontal cortex (PFC) in the human brain: it performs high cognitive functions (e.g. We envision an open World Wide Voice, as prevalent as the World Wide Web, where voice agents are created once and are accessible via every language and on every device (smart speakers, smart and feature phones, cars). make the technology easily used and deployed by non-AI experts.provide companionship to the elderly and emotional support to improve mental health create socially intelligent agents that can e.g.ensure that LLMs conform to human values.tame LLMs into robust, trustworthy, and effective conversational agents.We focus on studying the science in conversational agents and specifically how to: Our goal is not just to create chit-chit bots, but assistants with a purpose. Recently introduced large language models (LLMs), such as GPT-3, are remarkably fluent, but they are often erroneous and prone to hallucinations. Commercial chatbots today are notoriously brittle as they are hardcoded to handle a few possible choices of user inputs. Computers will transform into effective, personalized, conversational assistants for everybody, including the pre-literate and the non-literate.
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