reasoning
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Advances & challenges in foundation agents
Advances & challenges in foundation agents: Introduction to Chapter 2 – Cognition
Exploring different learning and reasoning paradigms.
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Artificial intelligence
The illusion of thinking: large reasoning models (LRMs) collapse in the face of complicated tasks
Research insights challenge prevailing assumptions about LRM capabilities.
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Introduction to knowledge graphs
Introduction to knowledge graphs (section 4.3): Deductive knowledge – Reasoning
Practical reasoning algorithms using rules and description logics.
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Systems & complexity
Why complex problems need abductive reasoning
How does the way we approach complex problems differ from how we approach problems that are familiar or obvious?
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Brain power
Research suggests that rationality is in decline
Over the last forty years there has been a general shift away from rationality and towards emotion.