Williams, RebeccaCloete, RichardCobbe, JenniferCottrill, CaitlinEdwards, PeteMarkovic, MilanNaja, ImanRyan, FrancesSingh , JatPang, Wei2022-04-112022-04-112022-02-18Williams, R, Cloete, R, Cobbe, J, Cottrill, C, Edwards, P, Markovic, M, Naja, I, Ryan, F, Singh , J & Pang, W 2022, 'From transparency to accountability of intelligent systems : Moving beyond aspirations', Data & Policy, vol. 4, e7. https://doi.org/10.1017/dap.2021.372632-3249ORCID: /0000-0002-4527-9186/work/111385102ORCID: /0000-0001-6634-3266/work/111385218https://hdl.handle.net/2164/18380Funding Statement This work was supported by the Engineering and Physical Sciences Research Council (EPSRC) under research grant EP/R033846/1. The funder had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.231024468engalgorithmic systemsautonomous systemsartificial intelligencemachine learningtransparencyaccountabilityexplainabilityresponsibilityauditabilityQA75 Electronic computers. Computer scienceTA Engineering (General). Civil engineering (General)Engineering and Physical Sciences Research Council (EPSRC)EP/R033846/1QA75TAJournal article10.1017/dap.2021.374