class ExplainableAI: """Provides transparency in AI decision-making""" def __init__(self): self.explanations = [] def explain_decision(self, decision: str, context: str) -> str: """Explain the AI's decision-making process""" explanation = f"Decision: {decision}\nContext: {context}\nReasoning: {self._generate_reasoning(context)}" self.explanations.append(explanation) return explanation def _generate_reasoning(self, context: str) -> str: """Generate reasoning for the decision""" return f"The decision was made based on the following context: {context}"