Renowned entrepreneur and investor Tony Fadell, known for creating the iPod and founding Nest Labs, took a bold stance against Large Language Models (LLMs) and their limitations at TechCrunch Disrupt 2024 in San Francisco. In a spirited interview, Fadell expressed his concerns about the current state of AI development, particularly with LLMs, and took a subtle jab at OpenAI CEO Sam Altman.

Fadell, who has been working with AI technologies for over 15 years, emphasized the need for transparency in AI systems, citing the risks of "hallucinations" in LLMs. He referenced a recent report where doctors using ChatGPT to create patient reports found hallucinations in 90% of them, which could have fatal consequences.

The entrepreneur advocated for AI agents that are trained on specific tasks and are transparent about their errors and limitations. He believes that governments should intervene to ensure this transparency, warning that companies using AI without understanding its implications are putting their reputations at risk.

Fadell's comments come at a time when the tech industry is rapidly adopting LLMs, often without fully grasping their limitations. His call for transparency and accountability is a timely reminder of the need for responsible AI development and deployment. The startup community would do well to take note of Fadell's concerns and work towards creating more reliable and trustworthy AI systems.