Vsevolod (Sam) Shabad is an independent researcher affiliated with the University of Liverpool. His work asks why governance institutions built to manage risk so often reproduce the conditions for failure, and how impartiality, accountability, and resistance to capture can be designed into oversight bodies rather than assumed of them. He holds an MEng in Applied Mathematics and works as a principal enterprise architect at a FTSE 100 company,