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ClaudeFoundationalAI FoundationsBeginner
AI Capabilities and Limitations
A companion to the 4D Framework that builds a mental model for how AI systems behave, so you can diagnose and fix unexpected outputs.
Cost
FREE
Renewal
One-time certificate of completion — no renewal required.
Level
Foundational
Difficulty
Beginner
Eligibility
No prerequisites — open to learners of all levels.
Exam format
Self-paced course with interactive lessons and a final quiz (no separate proctored exam). Completing the course earns a certificate of completion.
Exam topics
- AI systems and terminology, and next-token prediction mechanics
- Knowledge capabilities and constraints
- Working memory and context limits
- Steerability and diagnosing unexpected AI outputs
Learning resources
- AI Capabilities and Limitations self-paced course modules
- AI Fluency: Framework & Foundations course
Career opportunities
AI-enabled knowledge workerAI adoption leadDigital workplace trainer
Pricing and exam details are provided for informational purposes and may change. Confirm current details on the official provider page before registering.