Computational Reasoning System
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A Computational Reasoning System is a reasoning entity that applies computational methods to perform reasoning tasks.
- Context:
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- Example(s):
- Formal Logical Reasoning Systems, which apply strict logical steps to verify software correctness or prove mathematical theorems.
- LLM-based Reasoners, which use large language models to assist in reasoning tasks by generating solutions based on vast textual data.
- Rule-Based Expert Systems, such as those used in healthcare to suggest diagnostic procedures based on predefined rules.
- Planning and Scheduling Systems, which automate complex decision-making processes for tasks such as logistics and resource management.
- Autonomous Vehicle Systems, which perform reasoning in real-time to navigate and avoid obstacles based on sensor data and control logic.
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- Counter-Example(s):
- Human Reasoner that relies on intuition, heuristics, and contextual understanding, which are hard to encode in computational systems.
- See: Automated Reasoning.