My ZenDB Database Patch toward Fully on-Chain SciWard App in 2026

I Vibe-coded a draft patch for ZenDB to do resource-intensive database upgrades. When it will be merged (after successful transition to non-draft stage), we will have all necessary components to rewrite SciWard as a fully on-chain ICP blockchain app. This will allow to switch from custodial (as in the current beta) to non-custodial wallets and give away control over SciWard to an SNS DAO.

ZenDB

Help Turn SciWard’s Beta into Evidence

SciWard remains experimental. The next proposed milestone is a five-month public adversarial test, with $1,000 planned for distribution to eligible funding recipients. Donations support the work required to run and evaluate that test.

Fund the public test →   Test proposal →   Independent review →

AI-generated evaluations can contain factual errors or biases;. Public testing, auditability, and external criticism remain part of the project.

What if SciWard's adversarial testing fails?

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