Ng's four agent principles still hold; researcher suggests beginners start with a jury design
KarlMuth · x · 2026-09-03
Replying to Andrew Ng, researcher Karl Muth argues that reflection, tool use, planning, and multi-agent orchestration have aged well. His advice for beginners: start with a basic jury design — a small panel with a clear charge, independent first passes, structured deliberation, and a designated reporter. He shares a figure from his own research on juries.
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