Libraries, Integrations and Hubs for Decentralized AI using IPFS

Understand

AI requires heavy amounts of storage and compute.

• As a result, AI developers are regular users of centralised cloud services such as AWS, GCP and Azure, compute environments such as Jupyter and Colab notebooks, and AI Hubs such as HuggingFace and ActiveLoop.
• There services are associated with certain benefits and limitations that stem from the underlying infrastructure and governance systems with which they are built.
• These limitations include high costs, lack of monetization and reward, lack of control and difficulty of reproducibility.