The manifesto set the terms for what comes next: stewardship that refuses both corporate gloss and mindless hype, insisting that change begins with clarity and accountability, not just aspiration. If you missed it, the manifesto lays out what real stewards do before the world scales new systems: they demand jurisdiction, contest the defaults, and protect the right to slow things down until harms are truly visible and priced.

AI EthicsChristine HaskellDecember 1, 2025manifesto, tenant, visbility, transparencyComment

Transparency and Explainability Don't Equal Trust

Trust is transitioning from institutional to "distributed," shifting authority from leaders to peers, which is often overlooked and perpetuates trust issues. If trust is predictable, it isn’t needed – is it? If the inner workings of AI, government, and the media were just more transparent, if we knew how they worked, we think we wouldn’t really need to “trust” so much. It would be more predictable.

driving data projectsChristine HaskellMarch 29, 2024data strategy, data literacy, data governancy, ai, learning and development, awareness, stakeholders, trust, trust and awareness, ethics, transparency, exaplainabilityComment