Current models lack smart behavior

Jan Lacan, a senior scientist of Meta’s artificial intelligence, believes that the current version of artificial intelligence models lacks smart behavior. He also said: “World -based models” will be a better approach to artificial intelligence; Because these models are trained based on real scenarios.

According to Business Insider, Ian Lacan recently attended the AI ​​Action summit in Paris and said about the development of artificial intelligence. According to him, current models do not have the main features of human intelligence and claimed that the company’s latest model will solve the problem. According to Lacan, clever behavior has four basic characteristics that any relatively intelligent animal can do, and human beings certainly have these abilities.

Ian Lacan believes artificial intelligence should learn clever behavior

According to the senior scientist of meta artificial intelligence, Understanding the physical world, having sustainable memory, the ability to reason and the ability to plan complex actionsIn particular hierarchical planning, they are clever behaviors that artificial intelligence must learn.

Lacan noted that the current large language models that are backed by popular artificial chats, have not yet reached this level, and the addition of these capabilities will need to be changed. Ian Lacan also said that some of the largest artificial intelligence and technology companies are only adding some capabilities to the existing models in trying to dominate the field of artificial intelligence.

Meta is currently experimenting with a system called Retrieval Augmented Generation. This method is used to improve the outputs of large language models using external knowledge resources. Meta also unveiled February of the V-JPA model, which is a non-productive model and learns through the prediction of missing or secret sections in the video.

Ian Lacan says: “World -based models” are a better approach to developing artificial intelligence; Because these models are trained based on real scenarios and have a higher level of cognition of artificial intelligence based on current patterns.

This concept includes models that can imagine that they are doing the act and predict the result in the real world. Since the world is unnecessary, Lacan believes that education should be done through abstraction or abstraction. This method is very similar to human understanding of the physical world.