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Human Data is Key to AI: Alex Wang from Scale AI
a16z Podcast
Mastery of Multi-Tool Use Is Key
Current frontier models struggle significantly with utilizing multiple tools consecutively, a task that humans perform naturally. This limitation arises because there is insufficient data that captures the reasoning processes involved when switching between different applications. Humans solve complex problems by engaging in reasoning chains, employing various tools in sequence, and adapting based on errors encountered. To enhance model performance, it is essential to generate data that accurately reflects this complex interaction and reasoning flow.
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