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A Rest of World essay revives the robot-tax idea for AI

TL;DR

  • Writing in Rest of World, AGH University professor Alessandro Crimi makes the case for an automation levy to offset AI-era labor displacement.
  • South Korea in 2017 cut its automation investment credit from 3% to 1% for large firms, which Crimi calls the closest real-world precedent.
  • The European Parliament rejected a 2017 robot-tax proposal, and Crimi concedes defining a taxable 'robot' is harder as automation moves into software.

In 2017, South Korea's Moon Jae-in administration cut the tax credit companies could claim for investing in automation equipment, from 3% to 1% for large firms, from 5% to 3% for mid-sized ones, with small businesses left at 7%. It was never called a robot tax. But in a Rest of World essay, AGH University professor Alessandro Crimi argues it is still "the closest thing we have to a real-world test case."

Crimi's argument is plain. "When a firm automates, it privatizes the savings from a reduced wage bill while socializing the costs of unemployment," he writes. He frames the fiscal logic the same way: "If productivity increasingly derives from capital rather than labor, continued reliance on labor-based taxation becomes normatively unstable." His proposed instrument is a tax on displacement, paired with structural measures such as a four-day, 32-hour workweek and a universal basic income.

The idea has lost before. The European Parliament rejected a 2017 robot-tax proposal, with lawmakers arguing that taxing machines would hurt business. Crimi concedes a design problem too: as automation moves into software, picking out a "robot" as a taxable unit gets harder. "Retraining programs are a necessary but insufficient response to systemic displacement," he writes.

The essay closes on a historical register rather than a technical one: "the possibility that we are convergent in another medieval age full of innovations but low standards of living is real."

Shared on Bluesky by 2 AI experts

  • Eileen Clancy 🧿 @clancyny.bsky.social amplified

    @restofworld.org

    Retraining alone won’t protect workers from AI-driven job losses, argues Alessandro Crimi. He calls for policies like basic income and taxes on automation to curb inequality https://restofworld.org/2026/robot-tax-ai-weal…

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  • Jeffrey Yost @justcode.bsky.social amplified

    @restofworld.org

    When companies automate, they keep the savings while workers and governments bear the cost, writes Alessandro Crimi. He points to South Korea’s automation tax as one possible solution https://restofworld.org/2026/robot-t…

    View on Bluesky →