The "Top Tech Trends" panel saw speakers pivot from general hype toward specific, narrow applications of AI. Experts at American Libraries cautioned against over-reliance on generative tools. This shift emphasizes practical utility over speculation. Practitioners should focus on targeted integration rather than broad adoption to maintain institutional reliability and data integrity.