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We’ve updated our Terms of Use. You can review the changes here.

Mode Collapse

by PatternShift

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An evolutionary system needs at least three things to function: (1) a means of generating variation, (2) a means of selection, (3) a means of transmitting generated traits. A system that exhibits these properties will produce components that adapt to environments over time. A well-functioning evolutionary system can adapt to both static and dynamic environments.

Mode collapse is a failure mode exhibited by many generative AI methods, in which the generative model converges to produce only a few outputs in order to conform to a fitness or plausibility metric.

Mode collapse explores this trajectory sonically, from promising build up to decay and slow motion annihilation.

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released March 8, 2023

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PatternShift Longmont, Colorado

Cinematic synthesizer music from outside the solar system.

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