The aviation industry has explored the integration of artificial intelligence (AI) into its unique aspects but has not yet actively incorporated AI into the cockpit. This study aimed to identify trends in peer reviewed research publications that discuss AI and aviation from 2013 to 2023. Content analysis was used to identify the trend in annual AI and aviation publication counts over time. The study collected publication data from the Advanced Technologies & Aerospace Database (ATAD) using specific search terms, “AI and aviation,” “artificial intelligence and aviation,” “AI and aircraft,” and “AI and aircraft safety,” to accurately obtain publications. The results showed a strong positive trend, indicating a growing trend in research and discussion concerning the applicability of AI in the aviation industry. These findings highlight AI's increasing importance and relevance in shaping the aviation industry.