Generative Epistemics and Aesthetics @SFIScience
Generative Epistemics and Aesthetics  @SFIScience
Uploaded April 2024 | Updated September 2026, 2 weeks ago
Darren Zhu, Synthetic Biologist, Technologist, and Filmmaker


The recent proliferation of computational tools and generative models have profound consequences for scientific discovery and creativity, particularly as they can operate at levels of scale and opacity beyond human comprehension. How do we grapple with this potential epistemic and aesthetic upheaval?

This talk explores this question by drawing parallels between metascience and foundation models, origins of life and open-ended evolutions, economic calculation problems and adaptive markets, and synthetic personae and interactive media. Through a mix of synthetic biology, game engines, generative AI models, and 3D printed hardware, my work plays at this boundary of natural versus artificial, scientific versus speculative.

Learn more, follow us on social media and check out our podcasts:
https://linktr.ee/sfiscience
Generative Epistemics and AestheticsCuriosity and Compression as Complex SystemsBeyond Prediction: Algorithmic Proof of Guilt or Innocence in Criminal TrialsRuts and Ruptures of the Human MindJosh Tenenbaum: Scaling AI the Human Way: Building Machines That Understand the WorldExploring Chemical Space with Chemputation and Assembly TheoryLiving with Distrust:Universal, Collective, and Nonlinear Structure of Wind Power CorrelationsNeuromorphic Engineering Back to the Future - Gert Cauwenberghs / NESTMedia Complexity: Towards a Research Agenda to Study News Media EcosystemsTopological Scaling Laws and the Mathematics of EvolutionScaling of Information Costs in Firms
Santa Fe Institute |

Generative Epistemics and Aesthetics

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