This method involves using smaller, less capable models to observe and evaluate the reasoning processes of larger, more advanced systems. By analyzing the “thought processes” of AI systems ...

Medial Prefrontal Cortex ENFP Wernicke's Area, Dorsolateral Prefrontal Cortex, Superior Colliculus, Parahippocampal Gyrus, Auditory Cortex, Broca's Area, Superior Parietal Lobule, Precuneus, Angular ...

In programming, a student’s thought process can lead to multiple solutions for the same problem. However, current programming KT models attribute learners’ responses only to knowledge mastery and ...

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Analysis AI models like OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking can mimic human reasoning through a process called chain of thought. That process, described by Google researchers in ...

Second, these thought processes can be effectively monitored by another AI system. Third, this monitoring capability proves quite fragile - when researchers tried to penalize the AI for "bad thoughts, ...

It might be useful to get a sense of how big each jump from "thought i" to "thought i+1" is. The graph below shows the difference between consecutive steps. By default we calculate cosine similarity ...