from __future__ import annotations from dataclasses import dataclass from typing import List @dataclass class IntegrationPlan: """Plan for integrating human and AI outputs.""" steps: List[str] rationale: str class IntegrationStrategy: """Strategies for integrating human feedback with AI-generated results.""" def create_plan(self, human_inputs: List[str], ai_outputs: List[str]) -> IntegrationPlan: """ Construct a simple integration plan by sequencing human inputs followed by AI outputs. Parameters ---------- human_inputs : List[str] A list of human-provided insights. ai_outputs : List[str] A list of AI-generated suggestions. Returns ------- IntegrationPlan The plan containing ordered steps and a rationale. """ steps: List[str] = [] for i, text in enumerate(human_inputs): steps.append(f"Incorporate human insight {i+1}: {text}") for i, text in enumerate(ai_outputs): steps.append(f"Incorporate AI suggestion {i+1}: {text}") rationale = "Merge human insight with AI suggestions sequentially." return IntegrationPlan(steps, rationale) if __name__ == "__main__": strategy = IntegrationStrategy() plan = strategy.create_plan(["increase transparency"], ["optimize resource use"]) print(plan)