Editing Research:Question-18-AI-Capability-Prediction (section)

=== Research Direction Guidance ===

'''Funding Strategy Optimization:''' Research funding organizations can use predictability assessments to balance portfolio investments between high-certainty incremental advances and high-risk breakthrough research.

'''Academic Research Focus:''' Universities and research institutions can use prediction frameworks to identify emerging research areas and optimize faculty hiring and program development.

'''Industry Research Planning:''' Technology companies can better balance short-term product development against long-term capability research based on predictability assessments.