Sinovation Ventures Chairman Kai-Fu Lee Comments on ChatGPT

On March 14, Kai-Fu Lee, Chairman and CEO of Sinovation Ventures, a enterprise capital agency, first talked about ChatGPT and made a prediction in regards to the AI 2.0 period.

Lee was Google’s world vp and president of Greater China. During his tenure as Microsoft’s world vp, he based Microsoft Research Asia. He additionally has served well-known expertise firms corresponding to Apple and SGI.

Lee identified that after the main breakthrough in deep studying, AI has come to an inflection level from 1.0 to 2.0. AI 2.0 will deliver platform-based modifications, rewrite customers’ portals and interfaces, and provides beginning to a brand new platform to advertise the analysis, growth and commercialization of purposes.

The AI 1.0 talked about by Lee is a pc imaginative and prescient expertise with convolutional neural community mannequin because the core, which kicked off the period of AI perceptual intelligence. Machines started to surpass human beings within the fields of laptop imaginative and prescient and pure language understanding expertise, and thus created exceptional worth.

With the event of AI 1.0, the business has encountered bottlenecks. When most industries wish to use AI, they should spend big sum of cash so as to accumulate and label knowledge even these similar knowledge units and different comparable fashions lack longitudinal effectivity. This has led most AI 1.0 enterprises to take a position rather a lot into analysis and growth funds, however they nonetheless lose cash. Fortunately, AI 2.0 breaks by means of the constraints of AI 1.0 in each single area and a number of fashions, and may practice a fundamental mannequin with cross-domain data with tremendous large knowledge with out handbook annotation.

Lee identified that the primary software of the AI 2.0 period is AIGC which might notice self-supervised studying with out annotation.

Based on this, Lee proposed that AI 2.0 will speed up the ignition of business potential in six main fields: e-commerce/promoting, movie and tv/leisure, search engines like google and yahoo, metaverse/video games, finance and medical care. He can be optimistic in regards to the three main funding alternatives for AI 2.0 clever purposes, platforms and infrastructures. Sinovation Ventures will assist China lead the world on this golden decade of synthetic intelligence because it has already invested in Langboat, a big language mannequin developer in China that has launched a ChatGPT-like mannequin named MChat.

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In the top, Lee reminded that sooner or later, AI might have hidden risks of monopolization and knowledge fraud, whereas difficult the necessity for people to do repetitive work. But he nonetheless believed that AI 2.0 doesn’t imply that normal synthetic intelligence (AGI) comes, including that human beings have many innate key skills, corresponding to creativity, strategic pondering, cross-disciplinary widespread sense, self-awareness, empathy and love, which can’t be fully replicated by AI 2.0.

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