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AI Capabilities and Limitations

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AI Capabilities and Limitations 11 topics
- Large language model foundations 2 subtopics
  - How language models learn patterns
  - Pretraining and fine-tuning
- Four-property capability framework 1 subtopics
  - Use the course framework to reason about likely model behavior
- Model capabilities 1 subtopics
  - Recognize tasks language models often perform well
- Model limitations 1 subtopics
  - Recognize uncertainty, hallucination, inconsistency, and context limits
- Practical trust and use decisions 1 subtopics
  - Match oversight and verification to the task and stakes

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