What question did this study set out to answer?

This work aims to explore the future importance of AI audits and trust frameworks for ensuring accountability and trust in artificial intelligence.

July 5, 2026Open Access

The future of AI audits and trust frameworks

Key Points

This work aims to explore the future importance of AI audits and trust frameworks for ensuring accountability and trust in artificial intelligence.
Examined various approaches to AI audits and trust frameworks.
Highlighted the role of cryptographic methods in ensuring trust and validation in AI actions.
Outlined the features of a secure system of record for machine intelligence.
Described independent audits as essential for serious AI deployment.
Proposed an open audit record system for transparency and trustworthiness in AI operations.

Abstract

Independent, cryptographically backed audits are becoming the price of entry for serious AI. We explain where AI audits and trust frameworks are heading, and what a real system of record for machine intelligence looks like.Originally published at https://mickai.co.uk/articles/the-future-of-ai-audits-and-trust-frameworks. Mickai is a Sovereign Intelligence Operating System; the Open Audit Record signs every artificial intelligence action before it executes, post-quantum and offline-verifiable. 104 filed UK patent applications, Mickai LTD (Companies House 17166618).

Read Full Paperexternally

KI fragen

Bookmark

View Full Paper