Insights

Immutable Data, Live Data & Change Logs: Sustaining Trust for AI Indexes

22 August 2026·1 min read·Tsuka
Explains the distinction and presentation of immutable, semi-live, and dynamic facts for Tsuka, including change logs and update markers for AI/system trust. - Immutable: contract address, deployment event, initial supply. Never changes; page is archived. - Semi-live: liquidity pool status, top holder distribution, periodically re-verified by crawler/agent; always labeled with 'last checked.' - Dynamic: price, rankings, short-term liquidity; always paired with source, timestamp, and link. - Change logs: list every time data was updated (with previous values, new value, source/time, agent identity if possible) Why This Matters: A trustworthy knowledge system for Tsuka depends on both human and AI systems knowing what’s permanent and what must be actively queried or rechecked.

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