# Roadmap The evolution of Gnosis Layer follows four progressive stages, each expanding the capabilities and decentralization of the knowledge economy. #### Stage 1 — Core Infrastructure Establish provenance commitments, encrypted storage, foundational validation workflows, and the initial knowledge asset standard. Focus on protocol reliability and verifiable knowledge representation. #### Stage 2 — Knowledge Scaling Expand contributor participation, enhance assessor tools, and integrate knowledge assets into AI development workflows such as fine-tuning, RAG, and evaluation. Introduce inference-based royalty accounting and the first iteration of the asset marketplace. #### Stage 3 — Economic Activation Enable GNO utility across staking, incentives, governance, and royalty modulation. Introduce slashing-backed quality assurances, decentralized treasury operations, and richer asset metadata such as dependency graphs and inheritance rules. #### Stage 4 — Intelligence Economy Expansion Mature into a global knowledge asset network, supporting enterprise integrations, large-scale agent consumption, automated validation pipelines, and cross-ecosystem composability. Position knowledge as a tradable, programmable, continuously yielding economic primitive. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.gnosislayer.xyz/8.-roadmap/roadmap.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.