Elon Musk agrees that we’ve exhausted AI training data
“We’ve now exhausted basically the cumulative sum of human knowledge …. in AI training,” Musk said during a livestreamed conversation with Stagwell chairman Mark Penn streamed on X late Wednesday. “That happened basically last year.”
Musk, who owns AI company xAI, echoed themes former OpenAI chief scientist Ilya Sutskever touched on at NeurIPS, the machine learning conference, during an address in December. Sutskever, who said the AI industry had reached what he called “peak data,” predicted a lack of training data will force a shift away from the way models are developed today.
Indeed, Musk suggested that synthetic data — data generated by AI models themselves — is the path forward. “The only way to supplement [real-world data] is with synthetic data, where the AI creates [training data],” he said. “With synthetic data … [AI] will sort of grade itself and go through this process of self-learning.”
Other companies, including tech giants like Microsoft, Meta, OpenAI, and Anthropic, are already using synthetic data to train flagship AI models. Gartner estimates 60% of the data used for AI and analytics projects in 2024 were synthetically generated.
