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SHORT PAPER. Machine intelligence is increasingly being used in the world with sometimes dramatic effects on human and other-than-human lives through its decision-making capacity. Much artificial intelligence (AI) and machine learning (ML) is built on metaphors that centre extraction, competition and control. These also position AI itself as a resource to be extracted and controlled, paving a troubling path for speculative futures where AI may gain emergent or ambiguous levels of sentience. These metaphors are part of a historical trend where humans place themselves above the other-than-human world, and this has formed the basis of an extractive and one-sided relationship with that world. In light of this, what new metaphors might we employ to platform the relationships between human and machine intelligences? Thinking through mycorrhizae could be a productive way to foreground the entangled, generative nature of exchange between human and machine intelligences. This paper will briefly explore metaphor in human-computer interaction (HCI) and AI, before making an offering to think about these things through the material of the mycorrhiza, a symbiotic site of exchange between plants and fungi. It will then briefly detail a creative project that has emerged from this mycorrhizal thinking to produce machine imagined textiles and embroideries. It then concludes with a call to embed relational thinking into future practices between human and machine intelligences in order to create more equitable and even mutualistic outcomes.
Kate Geck (Thu,) studied this question.