"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

OpenAI's Identity Crisis: History, Culture & Non-Profit Control with ex-employee Steven Adler

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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Evaluating AI: Metrics, Models, and Governance

This chapter examines the intricate challenges of assessing AI models, emphasizing the distinction between evaluation metrics and model architecture. It advocates for modular evaluation approaches to enhance interoperability and standardization across the industry, while addressing the subjective nature of performance metrics. The discussion also highlights the urgency of establishing governance frameworks to manage the rapidly evolving capabilities of AI, particularly in sensitive applications.

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