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rlaif

AI, ML & GenAI interview questions tagged rlaif, across every topic.

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Concepts behind "rlaif"

The curriculum that explains the ideas these questions test.

Core
🧠 Foundations of LLMs & GenAISign in
Constitutional AI and RLAIFRLAIF (RL from AI Feedback) swaps human preference labels for AI-generated ones, pushing alignment past the human-labeling bottleneck. Constitutional AI is Anthropic's particular version: the model critiques and revises its own outputs against a written set of principles (a constitution), producing the preference data from those principles. The upside is scalability, consistency, and explicit, editable values; the downside is the AI judge's own biases. AI, ML, and GenAI interviews probe it because it is how alignment scales and how values become explicit and auditable.
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