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Evolutionary Search vs Agentic Iteration: 16 AI Experiments on Apache Arrow

kostasp.net · published 22 April 2026

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kostasp.net

https://twitter.com/KostasPardalis

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https://www.linkedin.com/in/kostaspardalis/

linkedin.com

https://github.com/cpard

github.com

Automating GPU Kernel Generation with DeepSeek-R1 and Inference Time Scaling Read at the source ↗

developer.nvidia.com

https://scalingintelligence.stanford.edu/blogs/kernelbench/

scalingintelligence.stanford.edu

https://crfm.stanford.edu/2025/05/28/fast-kernels.html

crfm.stanford.edu

https://techontherocks.show/23

techontherocks.show

https://ucbskyadrs.github.io/

ucbskyadrs.github.io

https://github.com/apache/arrow/blob/07a0aa3ebc6cb83ecf80accd7fcce180c2579053/cpp/src/arrow/compute/kernels/vector_select_k.cc

github.com

https://issues.apache.org/jira/browse/ARROW-14183

issues.apache.org

https://github.com/algorithmicsuperintelligence/openevolve

github.com

https://deepmind.google/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/

deepmind.google

https://skydiscover-ai.github.io/

skydiscover-ai.github.io

https://github.com/skydiscover-ai/skydiscover

github.com

https://deepmind.google/blog/funsearch-making-new-discoveries-in-mathematical-sciences-using-large-language-models/

deepmind.google

https://arxiv.org/abs/1504.04909

arxiv.org

https://github.com/karpathy/autoresearch

github.com

Autoresearch isn’t just for training models Read at the source ↗

shopify.engineering

https://github.com/davebcn87/pi-autoresearch

github.com