Evaluate the marginal cost of expanding Google’s development of quantum artificial intelligence algorithms.

Cost Components	Fixed Costs ($)	Variable Costs per Unit ($)	Production Volume (units)
Quantum AI Algorithms	8,500,000,000	500,000	10,000

Requirements:

Calculate the marginal cost per unit.

Determine the break-even point for the quantum AI algorithms development.

Analyze computational power requirements impacting algorithm efficiency.

Develop a scenario analysis on quantum computing technology advancements.

Provide recommendations for optimizing quantum AI algorithm development costs.