“AI First” Applications are the Favorites of the Future, Says Kai-Fu Lee

May 28, 2023, Kai-Fu Lee, Chairman and CEO of Innovation Works, delivered a keynote speech at the “Artificial Intelligence Large Model Development Forum” parallel discussion board of the Zhongguancun Forum on May twenty eighth, explaining new alternatives from AI 1.0 to AI 2.0. Despite the imperfect nature of giant fashions, together with cases of “hallucinations” throughout response technology, Lee believes these fashions nonetheless maintain potential for huge business worth. He anticipates that the biggest future functions will incorporate giant AI fashions, with “AI first” firms rising as the favorites of the period.

Imperfect Large Models Still Bring Trillions in Commercial Value

Lee identified that giant fashions will reconstruct product ecosystems and convey great alternatives. The major downside with giant fashions at current is their tendency to “bluster” whereas producing responses. This subject is difficult to resolve as the reasoning potential of giant fashions comes from the similar supply. Reducing this “blustering” potential to close zero may threat compromising the reasoning capabilities of these fashions. However, there are potential options, akin to information alignment, early warnings, corrections, or remodeling giant fashions into smaller ones in sure domains to scale back the probability of AI “blustering”.

Even an imperfect giant mannequin, in response to Lee, may nonetheless have vital business worth, doubtlessly on a scale of trillions. “If journalists and lawyers use AI to assist in writing or drafting litigation contracts, we cannot regard it as the ultimate application due to possible errors, for which humans would still be responsible. However, in graphic design and entertainment, especially in entertainment applications, users would not mind minor errors. For instance, if a game character’s beard is a bit longer or shorter, or if a line is spoken incorrectly, it doesn’t matter because the content of the game is made up. Thus, we can tolerate these imperfect large models in many domains,” Lee stated.

Lee supplied examples of future potentialities, akin to youngsters in a neighborhood making a recreation they need to play, utilizing textual content to introduce the recreation and finishing the recreation creation in a matter of seconds. In e-commerce and promoting, AI can tailor commercials and pictures for every product based mostly on the wants, cognition, academic degree, and buying habits of every particular person to extend their buying energy. There would, of course, be regulatory points. If the content material written is fake or dangerous to customers, authorized supervision can be required. But these two examples illustrate that giant fashions are not simply question-and-answer engines; they may rework the app ecosystem throughout all industries.

Large Models: An Unmissable Historical Opportunity That Will Redefine Every Application

Lee believes that giant fashions won’t solely reform synthetic intelligence but in addition create huge platform variations between firms. The ones that stand out shall be these with “AI first” functions. He defined that “AI first” refers to firms that might not exist with out giant AI fashions.

Lee cited examples from the cell web growth, together with apps like Meituan, Didi, and Douyin, which absolutely leveraged the options of cell phones to realize explosive development in product functions. Accordingly, when selecting to begin a enterprise or put money into the cell web, one should choose apps that can’t function with out the cell web. Similarly, when growing apps or beginning a enterprise in the subject of AI right this moment, one should select apps that can’t operate with out giant AI fashions. This is what is supposed by “AI first”, and such apps shall be the favorites of the future.

SEE ALSO: Meituan’s AI Model in Development, Predicts Major Changes

Lee is satisfied that the biggest future functions shall be those who can’t operate with out giant AI fashions. In his view, giant AI fashions signify an unmissable historic alternative. They shall be the largest platform ever,ten occasions extra vital than Windows and Android, rewriting each utility, restructuring human work, amplifying human intelligence tenfold or extra, and changing many repetitive duties.

However, Lee admits that the utility of this expertise may need an extended solution to go, with sensible use instances unlikely to look in the subsequent three to 5 years. “In developing large models, China faces some challenges, such as a later start compared to the US, less computing power, and less experience with large models. However, China’s market is vast, its economy is strong, and the Chinese government is better equipped to handle this work restructuring, effectively moving more Chinese people towards cooperative positions, something harder in Western countries. China has a tremendous talent advantage, with a large number of AI scientists. I believe that with the joint efforts of the government, large enterprises, start-ups, and investment companies, we will be able to quickly overcome these challenges,” Lee stated.

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