Disclosure of Funding Sources
My position at Oxford is funded by the Oxford Martin School, for which I am very grateful.
I thank Google and OpenAI, for providing access to cloud compute resources and API access to models respectively.
I work with selected industry clients as independent contractor. Any potential conflict of interest with academic work is managed based on university's guidelines.