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Brett Adcock Predicts Humanoids Will Require More Data and Compute Than LLMs
Original from HumanoidsDaily: Brett Adcock Says Humanoids Will Need More Data and Compute Than LLMs

Brett Adcock Predicts Humanoids Will Require More Data and Compute Than LLMs

Figure CEO Brett Adcock has stated that scaling humanoid robots will necessitate hundreds of billions of dollars in investment and more data and computational power than large language models (LLMs). In a recent interview, he outlined a four-stage development process for humanoids, emphasizing the need for capable hardware and advanced AI control architecture.

Adcock's insights highlight the significant engineering challenges involved in expanding humanoid intelligence and production capabilities. He argues that simply providing a large budget to an inexperienced team will not guarantee success, drawing parallels to the complexities of developing orbital rockets. The focus is on ensuring that the robot's architecture functions effectively before investing in training data and compute resources.

Looking ahead, Adcock predicts that the requirements for training data and computation in humanoids will exceed those of LLMs, although he did not provide specific quantitative comparisons. Figure's response to the data challenge includes its Index project, aimed at collecting high-quality recordings of physical tasks, which was initiated after finding external data sources inadequate.

Editor's Note

The robotics industry is witnessing a shift towards humanoid robots, with significant implications for investment and technology development. As companies like Figure push the boundaries of humanoid capabilities, understanding the necessary data and computational requirements will be crucial for stakeholders in the robotics and AI sectors. The emphasis on engineering rigor and data quality reflects broader trends in technology adoption and manufacturing processes.

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