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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Aounon Kumar

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Preprint Aug 2026

SBCO: Self-Supervised, Verifier-Grounded Harness Optimization For Planning Agents

SBCO (Self-supervised Block Coordinate Optimizer), a verifier-grounded harness optimizer in the same closed-loop, improve-from-experience family as the Godel-machine methods, but self-supervised rather than self-referential.

Vivek Kulkarni, Sudipta Paul, Aounon Kumar et al. · 0 citations

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