Main version (about 320 words)
They regulated the loom while the mills were being built elsewhere.
This is the industrial revolution for knowledge work. Not a metaphor, a mechanism. The steam engine made muscle cheap. AI makes cognition cheap. Every quote, every ledger entry, every customer reply, every contract read-through just fell in cost by an order of magnitude. The last time an input got cheap that fast, the nations that ran with it owned the next century and the ones that hesitated spent it catching up.
Now look at what Australia brings to that moment. Labour productivity fell 0.6% last financial year. Six straight years of zero productivity growth. If we had merely kept plodding along at our pre-pandemic 1.2% a year, output per hour would be about 7% higher today. That gap is every pay rise that never arrived and every margin that got squeezed instead. We are not choosing between a safe status quo and a risky new technology. The status quo is the crisis.
And the week's big move in Canberra is a speech about not letting the "tech bros let it rip". The risk was never one big AI Act. It is regulation by a dozen hands, workplace rules from one minister, copyright from another, sector codes from a third, each one defensible, the pile of them lethal. Big corporates will hire compliance teams and wear it. The 10-person business that was about to punch like a 30-person business will just quietly not bother. Kill the adoption and you kill the dividend, and the dividend was the entire point. Nobody in 1810 got rich regulating the loom. The mills got built somewhere else.
So do not wait for Canberra to finish arguing with itself. Adopt now, while the window is wide open. Put AI into one real workflow this month, document what it does, and keep a record of every decision a human signed off. When the rules do land, they will be written around the businesses that can show their working, and against the ones still holding a discussion paper.
Suggested first comment (sources)
Productivity figures are from Ai Group's analysis of ABS annual national accounts data: whole-economy labour productivity fell 0.6% in 2024-25, Australia has recorded roughly zero overall productivity growth for six years, and output per hour would be about 7% higher had the pre-pandemic average of 1.2% a year continued. The PM's AI speech was previewed in AAP coverage on 9 July, including the "tech bros let it rip" framing. December's National AI Plan shelved the earlier proposed mandatory guardrails in favour of voluntary guidance, with AI policy now handled portfolio by portfolio (workplace AI under the Employment Minister, copyright under the Attorney-General, plus data centre expectations and the AI Safety Institute).
Verify before posting
- The harder-regulation story is signalled rather than announced. The speech was previewed on 9 July as landing "next week", which is this week. Confirm the speech date and whether it has already been delivered before posting, and adjust tense accordingly. If the speech turns out to be adoption-friendly, the post still works but soften the third paragraph.
- The "order of magnitude" cost claim is rhetoric, not a sourced figure. Keep it as argument, do not present it as data.
- The 1810 loom line is rhetorical shorthand, not a literal history claim, and the Luddite comparison is well-worn. Swap the closer if a fresher image comes to mind.
- Productivity figures come from Ai Group's read of the ABS release. If quoting to a decimal place in replies, cross-check the ABS annual national accounts directly rather than the /latest-release URL.
Notes
Amped version per Brendan, industrial revolution framing made central. Pairs with the tomorrow-data post if both run this week, this one should go first while the speech is still ahead of the news cycle.
Sources gathered 13 July: Ai Group research note (productivity takes another turn for the worse), AAP preview of the Albanese AI speech (9-10 July), Bank Info Security on the National AI Plan dropping mandatory guardrails, HRD coverage of the workplace AI move.