As more efficient, capable AI models are given more power and autonomy in the form of agents, how can we notice when they go wrong and prevent catastrophes in the future?

@pandainthewoods & I have written a new report on incident reporting for open models & agents.

https://citizensandtech.org/2026/10/incident-reporting-beyond-frontier-models/