NvidiaadvancedScientist Jim Fan was in theup to date's TED AI2023 talk presented "Thebase intelligence" concept, stating that the next frontier in AI will be generalized models of intelligences that can generalize across virtual and real worlds.
He believes that this will expand in three dimensions - reality, number of skills, and physical form - and will fundamentally change people's lives. During his talk, Jim Fan shared his insights on how connecting with an audience isoptimalWay.
"A 'base intelligence' is a single algorithm that masters a wide range of skills, controls many bodies, and can generalize to multiple environments.Jim Fan believes that this will have applications in multiple domains of the virtual and real worlds, and will fundamentally change our lives by expanding the three dimensions of reality, the number of skills, and the shape of our bodies.
Address:https://drive.google.com/file/d/1NSY6MxMu3OPQ4U6hx0OxPq7EQB5XTcAG/view?pli=1
Jim Fan also led the 'Voyager' project, demonstrating an intelligent body that can scale massively across multiple skills, which can move freely in My World and explore and experiment.
In his talk, Jim Fan pointed out that a pattern can be found in the history of the development of the AI field, from expert models to general purpose models to specialized general purpose models. He argued that a single 'base intelligence' will be more powerful than many smaller models. At the same time, AI intelligences offinalThe goal is to be a lifelong learner and to always be curious, expanding skills through constant adventure and challenge.
Jim Fan shared the implementation details of the 'Voyager' project and explained the core idea of 'coding as action'. By realizing the mechanism of "self-reflection" and building a skill base, this project enables intelligent bodies to learn and expand autonomously. And this technical realization and outlook point to a new direction for the development of artificial intelligence, which is worth looking forward to.