Common Sense Reasoning System

A Common Sense Reasoning System is a reasoning system that can solve a common sense reasoning tasks.

• Context:
  • It can (typically) implement a Common Sense Reasoning Algorithm.
  • It can reference a Common Sense Knowledge Base.
  • …
• Example(s):
  • Cyc System, a pioneering system in common sense reasoning that was introduced in the late 1980s.
  • KnowledgeVault, a large-scale system that uses knowledge graph inference for common sense reasoning.
  • an Artificial General Intelligence (AGI).
  • …
• Counter-Example(s):
  • A Domain-Specific Reasoner.
• See: Artificial General Intelligence, Common Sense Knowledge, Intelligent Agent, Rational Reasoning.

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References

2024

• GPT-4
  • Five Properties of Common Reasoning Systems:
    1. . Self-Organizing System: Systems dynamically organize themselves without a single controlling element.
    2. . Constantly Changing System: These systems are adaptive, constantly evolving, and capable of generating unique responses to similar inputs.
    3. . Tightly Linked Components System: Components within the system are interdependent, where actions in one part can significantly impact others.
    4. . Governed-by-Feedback System: They operate under feedback loops that inform the state of the system and moderate behavior among elements.
    5. . Non-Linear Relationships: Relationships between inputs and outputs are typically non-linear and unpredictable.

2004

• (Liu & Singh, 2004a) ⇒ Hugo Liu, and Push Singh. (2004). “ConceptNet — Practical Commonsense Reasoning Tool-kit.” In: BT technology journal, 22(4).

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