Nguyen emphasizes that navigating the AI landscape requires strategic and informed decision-making, not just embracing new technology. The SOLID framework, based on real-world experiences, is designed to guide organizations in making AI choices that align with their needs and goals. Understanding these key dimensions enables organizations to effectively adopt and leverage AI, driving their business toward greater success and innovation.
Key takeaways:
- The SOLID framework is a guide for navigating AI decisions, focusing on Size, Ownership, Level of AI, Industry application, and Domain knowledge.
- Choosing between small and large AI models depends on the specific operational and security needs of the business environment.
- Ownership of AI models can be compared to real estate - renting offers ease and quick access, while owning provides customization and independence.
- The choice between specialist and generalist AI models should align with the nature of the tasks at hand and the level of specialization required to address them effectively.