According to Bankless, the challenge of achieving private AI may be addressed through smaller models. The report suggests that while fully homomorphic encryption at a frontier scale remains a distant prospect, the requirements for practical application have become less stringent. The development indicates a potential shift toward more accessible and implementable solutions for private AI in the near term. This approach could offer a viable alternative while the industry awaits advancements in fully homomorphic encryption.

According to Bankless, the challenge of achieving private AI may be addressed through smaller models. The report suggests that while fully homomorphic encryption at a frontier scale remains a distant prospect, the requirements for practical application have become less stringent. The development indicates a potential shift toward more accessible and implementable solutions for private AI in the near term. This approach could offer a viable alternative while the industry awaits advancements in fully homomorphic encryption.