Neural Annotations: Anthropic data shows how AI is actually at work

Neural Annotations: Anthropic data shows how AI is actually at work

By Tegan Jones
Publication Date: 2026-03-12 00:51:00

Welcome back to Neural Notes, a weekly column where I discuss how AI is impacting Australia. In this issue: Anthropic releases data on how AI is actually impacting the job market.

In recent years, the debate about AI and jobs has been largely hypothetical. Economists, tech executives, and policymakers have all managed to predict what roles AI could replace, often giving wildly different answers.

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Now Anthropic – which just announced a new office in Sydney – has released data on how AI is actually being used at work, and the results complicate the usual automation narrative.

The company introduced a metric called “observed exposure,” which tracks how Claude is already being used in tasks in real workplaces, rather than theorizing what AI might do in the future.

The framework combines theoretical AI capabilities…