❓1.1The Problem

Traditional AI systems face significant challenges:

1)Centralization: Dominated by a few tech giants, limiting innovation and accessibility.

2) High Costs: Training and deploying AI models require substantial computational resources.

3) Data Privacy Concerns: Centralized data storage raises risks of breaches and misuse.

4) Lack of Interoperability: AI models operate in silos, hindering collaboration and scalability