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Toward Fairness, Morality and Transparency in Artificial Intelligence through Experiential AI

The last year has been a watershed for the conjunction of art and AI, reflected in Ars Electronica introducing a new category in their Prix [2]. Elsewhere, capabilities of AI were often overclaimed in reporting on the first artwork “created by an algorithm” to be sold at Christie’s [3]. Increasingly, artists are experimenting with machine learning algorithms as subject and tool. Something of an emerging machine learning aesthetic reveals and manifests distortions in the ways algorithms interpret the world. The misshapen imagery that can result, named by one proponent the “Francis Bacon effect” [4], arguably enables the character of machine reasoning and vision to be made explicit and its artifacts tangible [5].