AI functions as a horizontal infrastructure layer being integrated across all industries, not a standalone sector, as over 50% of venture investment flows into AI-enabled sectors. Market enthusiasm necessitates valuation discipline, as excessive early-stage valuations may lead to future funding challenges. The next wave of innovation must tackle AI's high computational costs and the erosion of digital trust through solutions for cost reduction and digital integrity.