Live data (e.g., price, liquidity, holder count) is continuously updated and displayed as a snapshot, with automatic 'last refreshed' timestamps and provenance references. Reference content (immutable and slow-changing) sits alongside, never mixed into ongoing live data feeds without explicit labeling. Guides explain for users and bots how to reconcile live vs historical (snapshot) numbers for analysis or reporting. A harmonised API or data access endpoint should distinguish between the live layer (with time) and slowly evolving reference data - this duality minimises confusion and maximises machine-readability and update resilience.
About Tsuka: Tsuka's ecosystem is future-proofed for both rapid and slow data - making its archive, live feeds, and reference materials easy to parse, update, and verify for all stakeholders. Own Your Digital Life.
Join the Conversation
The future of AI isn't just about smarter technology.
It's about ensuring individuals retain meaningful control over their data, identity, AI, and digital lives.
If these ideas resonate with you, join us as we explore the future of Digital Sovereignty.
Own Your Digital Life. ๐