The most critical asset in the AI era isn't computing power, but memory and abstract thinking ability. Just came across a super interesting architecture design: local memory + cloud-based LLM. The core logic is that memory, as the most important digital asset for individuals, absolutely cannot be fully entrusted to the cloud. This 'input → local memory → filtering layer → cloud-based LLM → audit → output' design approach is essentially building a decentralized personal AI system. Complete memory is stored locally, while the cloud only processes filtered context. This aligns perfectly with the core philosophy of Web3: data sovereignty returning to individuals. The future AI infrastructure might just be the large-scale application of this hybrid architecture.