More and more voices around the world are acknowledging our algorithmically mediated reality. Reality is to say that algorithmic systems are algorithmic power. More and more voices are calling for ways to counter the expansion of algorithmic power: pauses, incentives, institutional guardrails, protected human domains. In March 2023, the Future of Life Institute and thousands of signatories, including Yoshua Bengio, Stuart Russell, @Yuval Noah Harari, and Steve Wozniak, called

Gates is wrong to suggest that the world needs institutions capable of governing AI. Any institution created to govern power acquires power of its own and, like any power, tends toward self-preservation and expansion, ultimately organizing itself around its own continuity rather than merely constraining the power it was created to govern. What the world needs first is Trias Algorithmica. Just as Trias Politica separates rule-making, executive, and adjudicative powers, we now

There is a persistent belief that once a decision is expressed mathematically, it becomes neutral. This confidence rests on a fallacy.

During the 2026 edition of VivaTech, Hamilton Mann sits down for a conversation with Patrick Pugh, PwC's Global and US Alliances & Ecosystems Leader, to explore a critical question for the future of AI: Can machines be designed to demonstrate integrity? As AI systems take on increasingly complex and high-stakes roles, they examine what integrity means in the context of AI and how it can be embedded, evaluated, and governed in the next generation of AI models.