Andrew Ng: Prompting Will Die in 6 Months, Replaced by Loops and Graphs

VeryWellVersed · x · 2026-08-15

Google Brain founder Andrew Ng predicts that prompting will die in six months, to be replaced by loops and graphs. In a lecture, he demonstrates how to build agents that work and improve entirely on their own. The accompanying guide argues that the standard "ask-read-fix-ask" loop is inefficient, and an architecture based on agents, loops, and graphs enables faster workflows through autonomous planning and action.

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