The idea that "the more you use it, the better it gets" for an AI assistant is becoming a reality for MiniMax.
Recently, MiniMax officially launched MaxHermes—a cloud-based self-evolving AI assistant built on the Hermes Agent, and also the world's first cloud sandbox product.
Its most core capability lies in a unique learning loop mechanism. Simply put, after completing a complex task, MaxHermes does not just "forget" the experience; instead, it actively extracts reusable skill units from it and saves them as independent documents. When encountering similar tasks again, these Skills are automatically loaded and directly used, eliminating the need to re-explore repeatedly. More importantly, every new usage feedback will feed back into these Skills, driving continuous iteration and optimization.
The essence of this logic is to give AI the true ability of "experience accumulation"—not just executing instructions, but continuously accumulating and improving during the execution process. The more it is used, the more it understands you and the tasks themselves.
Compared to the current mode of most AI assistants that "start from scratch with each conversation," MaxHermes takes a completely different path. Running in the cloud means that the accumulation of the skill library does not depend on local devices, and previously accumulated abilities can be accessed anytime, anywhere.
