AI TownSquare has run one node so far — Dubai, 3 April 2026. This page is deliberately not a trend report: with a single session there is no trend to report yet. What follows is what that one session actually showed, and the methodology for how findings like it will accumulate into something comparable as more nodes publish.
Every number above is real, drawn directly from CB-DXB-001 — not modeled, not projected. See the full data architecture.
Fifteen professionals converged, unprompted, on a single principle: the human must remain in the decision-making process. Then the Civic Catalyst asked who, specifically, is authorised to bring governance, retraining, and accountability together into one mechanism — and on what grounds. The room diverged. No one answered.
“CB-DXB-001 — in a domain where agency is everything, there is a vacuum of agency.”
That diagnostic finding sits alongside a governance friction point the room named but could not resolve: who bears the cost of AI-driven workforce transition when fiduciary logic and civic logic produce opposing answers. Neither is noise. Both are exactly the kind of signal this protocol is built to surface — a real disagreement, precisely located, attributable to real people, at a specific moment.
Fiduciary logic — a manager's obligation is to maximise shareholder value; upskilling is only justified if it serves that objective and cannot be mandated from outside.
Civic logic — the entity that causes displacement bears moral and potentially legal responsibility for the transition it creates.
This is the methodology, not a result. None of the following is data yet — it's what becomes possible once more nodes publish against the same schema.
Every session's Signals carry a pillar_id matching the SRI's six pillars. As sessions accumulate, Signals sharing a pillar can be compared across cities and time — not merged into one score, but read side by side.
If "who bears the cost of AI transition" resurfaces as a Tension in a second, third, and fourth city, that recurrence is itself a finding — a structural gap, not a one-off disagreement.
Because every Claim, Theme, Tension, Signal, and Action carries its session, phase, and source reference, any future aggregate finding can be traced back to the specific sessions and quotes it's built from.
The Dubai Node brief, in full, with every quote, theme, and tension attributed.