TP53 and cancer: As we continue to unravel the interplay of signaling cascades, such as β-catenin and RAF-MEK [49,50], and as spatial biology becomes more prominent in precision oncology [51], conversational AI systems like AI-HOPE-TP53 will be well-positioned to incorporate new data layers and guide pathway-specific insights across the cancer research continuum.