Daydreams Protocol: Opening a New Era of On-Chain Game AI Agents

The Daydreams protocol has recently made breakthrough progress by successfully achieving generative full-chain game AI agents. The protocol is actively advancing integration with multiple AI agent frameworks, and it is expected that within the next month, users will be able to deploy AI agents through Daydreams to participate in Dojo-based full-chain games on Starknet.

Experts believe that as the protocol continues to improve, the capabilities of these AI agents will significantly expand, potentially even acquiring the ability to deploy smart contracts. The cognitive chain and contextual support provided by Daydreams are key to achieving this goal.

Daydreams provides an innovative solution for creating autonomous on-chain game AI agents. These AI agents are capable of parsing on-chain game states, using historical data as background information, and continuously improving strategies through an ever-optimizing thought chain. The protocol introduces a vector database as long-term memory storage while establishing a collaborative space for AI agent groups to facilitate knowledge sharing and rapid collective evolution.

The core of the protocol is to enable AI agents to construct dynamic queries and actions, rather than relying on static presets. By providing the context needed to build "thought chains", the protocol achieves this goal. The development team stated that they have generalized the architecture so that any application developed on Dojo can integrate this protocol with minimal configuration.

Choosing a full-chain game as an application scenario has its unique advantages. The full-chain game environment inherently comes with a profit motive, transforming strategies from abstract puzzle-solving into economically driven optimization behaviors. In this environment, AI agents are directly incentivized to maximize their on-chain returns. This quantifiable and universal "reward function" provides a realistically meaningful motivation for the agents' self-improvement.

In addition, the architecture of the full-chain game is more adaptable. AI agents can participate in the game without the need for customized APIs, and all existing infrastructure can be used directly. This flexibility paves the way for the widespread application of AI agents.

The development team stated that developers of multiple projects have been building the infrastructure needed to realize this vision over the past two years. They emphasized that the entire project adopts an open-source model and welcomes community members to participate in contributions and discussions.

Although the project is still in its early stages, the development team has established a clear demonstration plan. Their main goal is to showcase the capabilities of these AI agents in the first season of a certain game in a few months. For developers who are interested in participating and contributing, now is the best time.

With the continuous development of the Daydreams Protocol, we have reason to believe that it will bring revolutionary changes to the entire blockchain game ecosystem, ushering in a new era of deep integration between AI agents and blockchain games.