Deterministic vs Probabilistic Systems

1. What is the primary mental shift for an AI architect when designing systems?

Moving from probabilistic to deterministic thinking Moving from deterministic to probabilistic thinking Focusing solely on correctness Avoiding the use of tests

2. How does the concept of correctness change in a probabilistic system?

Correctness is guaranteed Correctness becomes a distribution Correctness is completely ignored Correctness means being usually wrong

3. What strategy is emphasized for managing uncertainty in AI architecture?

Accept any output from the model Use traditional software testing methods Surround a probabilistic core with deterministic guardrails Ignore the inputs provided to the model

4. What approach does LyraLearn's AI Tutor take when answering a question?

Asks for general knowledge about a topic Ignores context and generates an answer Retrieves relevant passages and cites them Always provides a guaranteed answer

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