AI

Split composition image for the article "Scientists Have Spoken. Now Who Will Build?" Left side shows scientists in a lab with holographic data. Right side shows architects at a round table, representing governance builders. Text overlay reads: "Scientists Have Spoken. Now Who Will Build?

The IRP Docket Speaks Louder Than Theory – A Response to Charles Mok on ICANN and AI Governance

AI, AI Governance, ICANN and Governance /

First published on CircleID — March 6, 2026Part of the ICANN & Governance Series → A Stanford research scholar asks whether the multi-stakeholder model can guide AI. The record of more than a dozen IRPs offers answers he hasn’t considered. Charles Mok’s recent CircleID article, “Do We Need Alignment Between Internet Governance and AI Governance?”, […]

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Sophia Bekele on reputation as infrastructure and AI governance risk

If Reputation Is Infrastructure, Why Isn’t It Audited?

AI Governance, Cyber Security /

March  Late last year, I wrote about Weaponized Anonymity— how unverified digital signals scale faster than verification mechanisms. Recently, I watched that thesis play out in real time.  An anonymous claim surfaced. It was indexed. It was amplified. It was ingested by AI systems  It began shaping perception —and causing real-world damage. Evidence was submitted.Documentation preserved.The

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