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

Imbue CTO Josh Albrecht on Creating AI Agents for Reasoning, Reliability, and Robustness

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

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Enhancing AI Reasoning through Techniques and Trends

This chapter explores various methods to improve AI reasoning abilities, focusing on runtime computation and curriculum learning. It discusses recent advancements like fine-tuning and the breakdown of complex questions to boost model performance, while critiquing current transformer architectures and their reliance on statistical patterns. Additionally, the chapter examines the role of multimodality, particularly integrating vision, to strengthen AI's understanding and capabilities.

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