Old research evaluation metrics are obsolete in an AI-driven world where AI synthesizes information, leading to a "visibility paradox." Current systems fail to measure true impact, as seen with China's high volume but low global influence. India's reliance on outdated benchmarks (NEP 2020) is detrimental. New metrics are crucial: model inclusion frequency, contextual citation weight, and reproducibility. Writing for AI synthesis is as vital as the research itself. India has a unique opportunity to lead in defining these new research metrics, moving beyond 20th-century yardsticks to measure 21st-century influence.