Andrew Ng: The AI World Is 'Incredibly Noisy' and Much of It Is Secretly a Sales Pitch — Point Agents at Real Desktop Work

The Batch (DeepLearning.AI)·medium signal

In his July 3 Batch letter, Ng warned that social, traditional, and marketing media have made the AI landscape 'incredibly noisy,' with much content that reads as commentary actually being a disguised sales pitch. His prescription is concrete: stop using agents just to chat and start pointing them at real work on your desktop — he cites an agent that ran ~an hour unattended, opening a browser repeatedly to inspect what it built. For builders, it's a signal-over-noise reminder plus a nudge toward closed-loop, self-verifying agent runs.