Part 8/12:
Model Optimization: Techniques like model distillation and the new "Metafor" algorithm enable smaller models (billions of parameters) to approximate larger ones’ performance, resulting in faster inference and cost reduction.
Multimodal Processing: Gemini's architecture supports processing images, videos, and text simultaneously, facilitating tasks like interpreting architecture diagrams, network schematics, or UI mockups.
Challenges in Enterprise AI Adoption
Despite promising prospects, deploying AI at scale encounters several hurdles:
- Data Privacy and Security: Companies must ensure code and data remain encrypted, with strict policies preventing unintended data leakages.