Challenges and Limitations of Using Script Theory in AI
While scripts offer many advantages, they also present several challenges:
- Flexibility: Scripts can be rigid, making it difficult to handle unexpected scenarios or deviations from the norm.
- Complexity: Creating comprehensive scripts for all possible situations can be complex and time-consuming.
- Maintenance: Keeping scripts updated with new information and adapting them to changing environments requires ongoing effort.
Script Theory in Artificial Intelligence
Script theory in Artificial Intelligence (AI) is a concept borrowed from cognitive psychology to help machines understand and predict human behavior by modeling sequences of events as predefined scripts. Originally proposed by cognitive scientist Roger Schank in the 1970s, script theory provides a framework for representing stereotypical sequences of actions in specific contexts, enabling AI systems to simulate human-like understanding and interaction.
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