Generative artificial intelligence (AI) has been making headlines lately, due to the incredible advancements seen in technology like ChatGPT. However, according to the chief scientist for Facebook’s parent company, Yann LeCun, the technology behind ChatGPT has already hit a dead-end, and new AI resembling human rationality is needed.
LeCun is regarded as a significant thinker on AI and has been a vocal critic of the hype surrounding generative AI models like ChatGPT or image-based Dall-E since their launch. He believes that the excitement surrounding generative AI grossly inflates its actual capabilities.
Enter Meta’s Image-Based Joint Embedding Predictive Architecture (I-JEPA), the company’s latest AI project. Unlike ChatGPT-like generative AI, I-JEPA aims to give machines the ability to conceptualize abstract ideas, going beyond merely regurgitating what exists online.
LeCun notes that generative models are a thing of the past and will be abandoned for Joint Embedding Predictive Architecture. My prediction is that in a few years, generative large language models will not be used any more; we will have a better thing to replace them, he added.
Meta CEO Mark Zuckerberg welcomes JEPA, commenting on the need to develop AI that more closely reflects how people understand the world. Zuckerberg announced that the tool is open-source, and the company has released AI models that require less computing power than ChatGPT’s power-hungry technology.
While Meta has taken a more subtle approach to generative AI for Facebook and Instagram, the company is committed to developing AI that better understands the world. And with I-JEPA, it seems that the technology is headed in the right direction.
Frequently Asked Questions (FAQs) Related to the Above News
What is ChatGPT-style AI?
ChatGPT-style AI refers to generative artificial intelligence models that use natural language processing to generate human-like responses to text inputs.
What has the chief scientist for Facebook's parent company, Yann LeCun, said about ChatGPT-style AI?
Yann LeCun has stated that ChatGPT-style AI has hit a dead-end and that new AI resembling human rationality, such as Meta's I-JEPA, is needed.
What is Meta's Image-Based Joint Embedding Predictive Architecture (I-JEPA)?
Meta's Image-Based Joint Embedding Predictive Architecture (I-JEPA) is the company's latest AI project that aims to give machines the ability to conceptualize abstract ideas, going beyond merely regurgitating what exists online.
How does I-JEPA differ from ChatGPT-like generative AI?
Unlike ChatGPT-like generative AI, I-JEPA aims to give machines the ability to conceptualize abstract ideas, going beyond merely regurgitating what exists online.
What does Yann LeCun predict the future of generative large language models will be?
Yann LeCun predicts that in a few years, generative large language models will not be used any more and that Joint Embedding Predictive Architecture will replace them.
What is Meta's CEO Mark Zuckerberg's response to I-JEPA?
Mark Zuckerberg has welcomed I-JEPA, commenting on the need to develop AI that more closely reflects how people understand the world and has announced that the tool is open-source.
Please note that the FAQs provided on this page are based on the news article published. While we strive to provide accurate and up-to-date information, it is always recommended to consult relevant authorities or professionals before making any decisions or taking action based on the FAQs or the news article.
