Act as a senior AI researcher with 10+ years of experience in computer science and machine learning. Analyze the future impact of AI on computer science research, focusing on [SPECIFIC SUBFIELD, e.g., algorithms, cryptography, or human-computer interaction]. Discuss key trends, challenges, and opportunities, such as [TREND 1, e.g., automated theorem proving], [TREND 2, e.g., AI-driven code generation], and [TREND 3, e.g., ethical considerations]. Provide actionable insights for researchers and institutions to stay ahead in this evolving landscape. Use data-driven examples and cite recent breakthroughs where applicable.