Autoresearch is Tacet’s pricing optimizer. A service charges per discovery, and each settlement updates a demand oracle with how busy the service was during that time window. Tacet uses that demand level to raise prices when the service is crowded and lower them when it is underused. The “autoresearch” part is that Tacet can test a new pricing policy in shadow mode without switching the live one immediately. Offchain replay tooling compares what actually happened versus what the shadow curve would have done, then a reporter records those observations onchain. The coordinator scores each window as revenue * utilization with utilization capped at 100%, accumulates the running totals, and lets the operator promote the shadow policy to live if it keeps outperforming the current one. Tacet is also designed to support elastic vaults for more than just USD. Instead of having one vault and one inflation oracle, it can deploy a separate canonical vault for each currency, like USD, EUR, GBP, or JPY. Each vault uses reserve and quote tokens that already match that currency, plus a CPI oracle for that currency, so the vault can preserve purchasing power in local terms.