Bill Gates emphasizes the need for metacognition in generative AI, stating that scaling data and compute resources alone won’t lead to AGI. OpenAI’s six prompt strategies and human intervention currently drive AI’s metacognitive capabilities, but Gates advocates integrating high-level metacognition functions directly into the software.
Ralph’s vision is slightly different with a greater emphasis on including human user guidance. He envisions a hybrid approach for AI development, combining scaling and rule-based programming as Gates envisions, but also adding human guidance. Go humans!
Article Link: Bill Gates on the Next ‘Big Frontier’ of Generative AI: Programming Metacognition Strategies into ChatGPT | e-Discovery Team