Editing Research:Question-31-Task-Classification-Validation (section)

=== Empirical Validation Framework ===

The research employs comprehensive validation methodology to test classification accuracy:

'''Task Corpus Development:''' Creation of a standardized set of 500+ software development tasks spanning all eight classification categories, with detailed descriptions and context information.

'''Allocation Prediction:''' Application of the 8-category framework to predict optimal human vs. AI allocation for each task in the corpus.

'''Empirical Testing:''' Real-world execution of tasks using both human-only, AI-only, and hybrid approaches to establish actual optimal allocation patterns.

'''Outcome Measurement:''' Systematic assessment of results across multiple dimensions including quality, efficiency, cost, and stakeholder satisfaction.