future of work

The comforting story about automation is the one that lets us stop thinking.

21 October 2026

The most seductive idea in robotics this week is a sentence rather than a machine: the robots are leaving, and automation will hand us back our humanity. It is written warmly, argued confidently, and beside the point.

It comes from a Forbes author post by a technology founder at the natural-language firm Arria, who says he does not buy the AI doomsday hype. His case is the old reassurance in new clothing. History shows automation changes the nature of work rather than the rate of unemployment, earlier waves freed our bodies from physical labour, and now language technology will free our minds from the robotic mental grind.

The argument is appealing, and it asks you to take a lot on trust.

Other voices this fortnight are far less soothing, and they are better sourced. Research published by Anthropic on 30 September, reported by India Today, found that large language models and robots could potentially perform tasks accounting for around 81 percent of working time in the US economy. The same research adds the caveat the reassurance crowd skips: current robots remain expensive and limited in the physical world, with nursing and general repair less exposed than driving and warehouse work. Being able to do a task does not mean replacing the worker. Even so, 81 percent of working time is not a rounding error you can wave away with a word like humanity.

This matters to anyone who runs a business rather than writes about one. The claim that automation only changes the nature of work is true in the long aggregate and brutal in the particular. The truck driver displaced in year one gets no comfort from a prompt engineer being hired in year five. The economist James Pethokoukis, in his AEI essay on robot trucks, points out that the panic over self-driving vehicles displacing drivers is now more than a decade old, and the fleet of unmanned lorries has not arrived on schedule. So the timing is slow, the dislocation is real, and the people reassuring you tend to be the ones selling the software.

The founder arguing that automation returns us to our humanity sells automation. The vision of work made optional, of abundance for all, is offered most loudly by the people who own the machines, and none of them discloses the gap between the promise and the interest. Nobody in these pieces explains who captures the value that 80 percent of working time represents, or how it reaches the person whose job it displaced. That question about distribution is the whole argument, and the brochure leaves it out.

Zoho’s founder Sridhar Vembu, quoted in the same India Today piece, at least names it. He calls universal basic income an “unimaginative and dystopian vision,” and argues instead for livelihoods in nature, nurture, culture and scripture: restoring soil, raising children, caring for the old, making music. You need not agree to respect the move. He is asking what humans are for when production gets cheap, while the leaving story assumes the answer sorts itself out.

What to watch. For retail and brands, the practical read is to plan around neither the comforting timeline nor the frightening one. Plan around the Anthropic distinction: tasks fall faster than occupations. The jobs your customers trust a human to do, the ones with touch, judgement and care, are the last to go and the first to command a premium. The brand that automates the drudgery and visibly keeps the humanity will win the shopper. The brand that automates the humanity and keeps the drudgery will lose her.

The Roth Read. When someone tells you the robots are leaving and your humanity is coming back, ask who gets the money the robots made on the way out. If the person reassuring you also sells the software, you are reading a sales deck. Check who funds the next wave of “automation sets us free” essays, and read the disclosure line before the headline. Automate the drudgery, guard the human touch your customers pay for, and never let a pretty sentence do your planning for you.

The robot you never see is the one already picking your order

11 August 2026

Ask people what a robot looks like and they picture a face, two legs, a hand that waves. The robot that actually touches your life has none of those. It is a squat orange trolley in a warehouse in eastern China, and it has probably already handled something you ordered this week.

The BBC went inside a facility run by Geek+, which it describes as the world’s largest supplier of autonomous mobile warehouse robots. The pictures are undramatic on purpose: fleets of low, flat machines gliding under shelves, lifting them, carrying the whole rack to a human who picks the item and sends it on. A company executive put the honest part plainly. The early challenge, he said, was getting customers to believe such robots could create real value. That belief problem is now solved. The market has moved from proving the idea to buying it at scale.

Here is why that matters more than any humanoid demo you saw this month. The debate about robots and work keeps staging itself as a confrontation: the machine that walks in and takes the job. That is the wrong picture. The real displacement does not arrive on two legs and announce itself. It arrives as a floor plan. It arrives as a warehouse redesigned around the machine, where the human is no longer the picker but the exception the machine defers to, the pair of hands that handles what the shelf-carrier cannot. The work does not vanish. It is quietly rewritten, and the terms of the rewrite are set by whoever supplies the robots.

Right now, increasingly, that is China. Not because of some sudden leap in cleverness, but for reasons that are structural and dull and therefore durable. China builds the motors, the batteries and the chassis at a cost and speed no one else matches, and it deploys at a scale that turns every warehouse into a live test bed. Geek+ did not win the global warehouse by inventing a wheel. It won by iterating faster, shipping cheaper, and running more robots in more buildings than anyone else, until the learning compounded. While the West argued about whether automation was ethical, the fulfilment centre behind your Saturday delivery was quietly being run from Suzhou.

For anyone who runs a retail operation, this is the uncomfortable truth beneath the humanoid theatre. The efficiency that lets a rival undercut you on delivery speed and price is not visible on the shop floor and not printed on the box. It is upstream, in a building you will never tour, powered by machines you did not choose and cannot easily match. Your customer feels only the outcome: it came faster, it cost less. They will never know a robot did it, and they will not care. That is precisely the point. The most consequential robot is the one that has been designed to disappear.

And the jobs question deserves better than the two lazy answers. It is not the robot apocalypse, and it is not the comforting line that new work always appears. It is a redistribution of who holds the skill and who holds the leverage. The warehouse worker becomes a supervisor of throughput, faster to train and easier to replace, while the value migrates to the software and the supplier. A society that wants good work out of this has to fight for it deliberately. It will not fall out of the machine on its own.

What to watch. Watch the gap between the robots we photograph and the robots we buy. The humanoids get the headlines and the funding rounds; the wheeled workhorses get the contracts. When a Western retailer announces a fulfilment upgrade this year, read the fine print for whose robots are inside. The name on the invoice is the real story.

The Roth Read. Stop watching the robot that waves. Watch the one that hides. If the efficiency that beats you on price and speed is built into a warehouse you have never seen, running on machines from a supplier you never chose, then your competitive edge is already being set by someone else’s floor plan, and you should decide today whether you are going to own that layer or rent it.

The engineer said ‘beyond my lifetime.’ Now he says five years. That gap is the whole story.

4 August 2026

A Google engineer sat down this week to introduce Gemini Robotics 2 and let slip something more revealing than any demo. Asked when robots would enter daily life, he gave three answers from three moments in his own career. Three years ago: beyond my lifetime. Two years ago: maybe ten years. Now: five to ten. The technology is not the headline. The collapsing of that estimate is.

Gemini Robotics 2, launched by Google DeepMind, brings what the company calls whole-body intelligence to machines: the ability to reason about a task, plan across the whole body, and fold that reasoning into physical action. In the launch film an engineer asks a robot to make a t-shirt, and everyone in the room agrees, cheerfully, that robotics is incredibly hard. What has changed is not that it got easy. It is that the curve of getting less hard has bent sharply upward, and the people building it can feel the bend under their own feet.

Hold that engineer’s three answers in your hand, because they are the argument. A serious person, close to the work, revised his forecast of a civilisational shift from never to within a decade in the span of a normal contract. That is not a prediction about robots. It is a warning about how badly humans forecast their own displacement. We assume the future arrives on a schedule we can plan around. It arrives, instead, the way this engineer’s own estimate did: quietly, then all at once.

So let us have the honest conversation about work, and let us not have the lazy one. The lazy one says robots take jobs and society collapses. The comfortable rebuttal, doing the rounds this week under the banner “when robots create jobs,” says every wave of automation has minted more work than it destroyed, so relax. Both are too neat. The loom created jobs, in aggregate, over decades. It did not create them for the weaver, in that town, in that lifetime. Aggregate comfort is cold comfort to the person standing in the gap. The question worth asking is not whether robots create jobs. It is who is in the room when they do, and who is shown the door before the new room is built.

There is a prediction circulating that work itself could become optional within ten to twenty years. Set aside who said it. The claim deserves scrutiny on its own terms, and it fails the test, because it mistakes the disappearance of tasks for the disappearance of need. A society does not become leisured because machines can fold laundry. Someone owns the machines. Someone sets the price of the labour they replace. “Optional” is a word for people who already own the robot, not for the people the robot was bought to replace.

The China lens sharpens all of this. While Western commentary debates whether work is ending, Chinese firms are answering a narrower and more useful question: what, precisely, can a machine do reliably enough to deploy in public tomorrow. Unitree drills its G1 through brutal training. Automated robot kiosks are already trading across Chinese high streets, quietly reshaping small-scale retail service. The difference is not vision. It is that one hemisphere is philosophising about a decade away, and the other is booking the shelf space now.

What to watch. Watch the forecasts of the people who build these systems, not the pundits who sell books about them. When engineers inside the labs keep shortening their own timelines, quarter after quarter, that is the signal. A pundit’s prediction costs nothing. A builder’s revised estimate is a confession that the thing is closer than they last admitted, including to themselves.

The Roth Read. Stop planning for the timeline you were given, because the people building this keep tearing theirs up. The right question for your business is not “will robots take these jobs” but “when the task goes, is my person still in the room, or already out of it.” Whoever owns that answer owns the workforce of the next decade. Make sure it is you, and make sure your people know it is you.