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Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
Published on: September 11, 2021
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Many Ways to Think
1Stanford University, Stanford, USA. btversky@stanford.edu.
Journal of Bioethical Inquiry
|September 11, 2025
Summary
Human thought and communication involve embodied actions, gestures, and graphics that convey meaning beyond words. These complex interactions pose challenges for current artificial intelligence (AI) systems aiming for multi-modal understanding.
Area of Science:
- Cognitive Science
- Human-Computer Interaction
- Artificial Intelligence
Background:
- Thinking, collaboration, and communication integrate body, mind, language, and environmental interactions.
- Embodied actions like gestures and graphics serve as direct representations of thought, surpassing verbal communication.
- These interactions are often internal, unique, and difficult to decompose, influencing meaning in real-time.
Purpose of the Study:
- To explore the intricate relationship between embodied cognition, gestures, graphics, and human thought processes.
- To highlight the challenges these complex, real-time interactions present for artificial intelligence (AI).
Main Methods:
- Analysis of embodied actions (gestures) and visual representations (graphics) in expressing and shaping thought.
- Examination of the unique, internal, and dynamic nature of meaning-making through these modalities.
Main Results:
- Gestures and graphics can represent complex ideas, environments, and action sequences more directly than words.
- Engaging with gestures and graphics alters cognitive processes for both creators and viewers.
- Shared and individual meanings emerge dynamically from real-time interactions with these modalities.
Conclusions:
- The embodied and multimodal nature of human thought, involving gestures and graphics, is not easily captured by current AI.
- Future multi-modal AI must better account for the dynamic, internal, and context-dependent aspects of human cognition and communication.
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