Art curatorial practice is characterized by the presentation of an art collection in a knowledgeable way. Machine processes are characterized by their capacity to manage and analyze large amounts of data. This paper envisages AI curation and audience interaction to explore the implications of contemporary machine learning models for the curatorial world. This project was developed for the occasion of the 2023 Helsinki Art Biennial, entitled New Directions May Emerge. We use the Helsinki Art Museum (HAM) collection to re-imagine the city of Helsinki through the lens of machine perception. We use visual-textual models to place indoor artworks in public spaces, assigning fictional coordinates based on similarity scores. We transform the space that each artwork inhabits in the city by generating synthetic 360 art panoramas. We guide the generation estimating depth values from 360 panoramas at each artwork location, and machine-generated prompts of the artworks. The result of this project is an AI curation that places the artworks in their imagined physical space, blurring the lines of artwork, context, and machine perception. The work is virtually presented as a web-based installation on this link http://newlyformedcity.net/, where users can navigate an alternative version of the city while exploring and interacting with its cultural heritage at scale.

While unsettling on the surface, the idea of bias within an AI is not as controversial as you might imagine – it's almost required. As humans, we each have our own experiences and preferences which shape our viewpoint and our biases. Modern artificial intelligence consumes "training material" curated by humans to learn what's right or wrong for its particular task. Once trained, AI can help us with those tasks and is at its most useful when it's "instincts" match whomever it is working on behalf of.

Would the use of artificial intelligence (AI) in shopping expand or limit one's options? And which of those would be a good thing? Tech users' perceptions were put to the test in new survey results [download page] from The Integer Group. The survey asked almost 3,700 US consumers their perceptions of AI, of whom 3,615 described AI in positive terms ("tech users"). These tech users' attitudes formed the basis for the report, the second in a series of four. Respondents were asked their thoughts on AI's ability to bring them items to choose from and ultimately buy.