IBM is addressing the challenge of shadow AI, which refers to the use of unauthorized or unregulated artificial intelligence tools within organizations. The company emphasizes the importance of governance and security measures to mitigate risks associated with these tools, ensuring that enterprises can leverage AI effectively while maintaining control over their data and processes.