# Teaching AI to run with the turbines

> This is what applied AI actually looks like away from the chatbot hype cycle, agents embedded into safety-critical operational workflows where a wrong call has physical consequences. The interesting tension is that this only works because Woodside built rigid data governance first, which is the unglamorous part nobody wants to fund. Worth reading as a counterpoint to every AI-replaces-workers headline, since the framing here is augmentation by necessity, not choice.

_Section: [Daily AI Updates](https://www.wortins.com/daily-ai) · Source: MIT Technology Review · Published Saturday, July 4, 2026_

## Wortins' read

This is what applied AI actually looks like away from the chatbot hype cycle, agents embedded into safety-critical operational workflows where a wrong call has physical consequences. The interesting tension is that this only works because Woodside built rigid data governance first, which is the unglamorous part nobody wants to fund. Worth reading as a counterpoint to every AI-replaces-workers headline, since the framing here is augmentation by necessity, not choice.

## Source

[Read the full story at MIT Technology Review](https://www.technologyreview.com/2026/07/02/1138433/teaching-ai-to-run-with-the-turbines)

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