Published May 9, 2026
| Version 1.0-bilingual
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Autonomous Swarm Genesis: From YouTube URLs to Expert AI Swarms via NotebookLM-as-Infrastructure
Authors/Creators
Description
One command, one URL, one expert swarm - data generates the agents that process it. 10-40 hours of human authorship reduced to 2 minutes. Zero cost per domain.
Note (2026-05-09): This version bundles English + 中文 in a single PDF (English first, then Chinese), generated directly from the canonical Markdown source files.
Note (2026-05-09): This version bundles English + 中文 in a single PDF (English first, then Chinese), generated directly from the canonical Markdown source files.
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autonomous-swarm-genesis.pdf
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Additional details
Related works
- Is supplemented by
- Software: https://github.com/LocalKinAI/localkin (URL)