**arXiv ID:** 2102.12076 **Authors:** Lana Sinapayen **Published:** 2021-02-24T05:43:44Z **Abstract:** Complex systems fail. I argue that failures can be a blueprint characterizing living organisms and biological intelligence, a control mechanism to increase complexity in evolutionary simulations, and an alternative to classical fitness optimization. Imitating biological successes in Artificial Life and Artificial Intelligence can be misleading; imitating failures offers a path towards unders...
Scanned 9/11/2026
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# Perspective: Purposeful Failure in Artificial Life and Artificial Intelligence
**arXiv ID:** 2102.12076
**Authors:** Lana Sinapayen
**Published:** 2021-02-24T05:43:44Z
**Abstract:**
Complex systems fail. I argue that failures can be a blueprint characterizing living organisms and biological intelligence, a control mechanism to increase complexity in evolutionary simulations, and an alternative to classical fitness optimization. Imitating biological successes in Artificial Life and Artificial Intelligence can be misleading; imitating failures offers a path towards understanding and emulating life it in artificial systems.
## Skill Description
This skill is generated from the arXiv paper: Perspective: Purposeful Failure in Artificial Life and Artificial Intelligence (2102.12076).
## How to Use
[To be filled in by the user or by future automation]
## References
- [arXiv:2102.12076](http://arxiv.org/abs/2102.12076v1)
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