https://taskexposure.org/Quarterly, task level measurement of what current AI systems can produce in real jobs. Release v2026.Q3.enA.I.T. Multiverse Consulting Ltdhttps://taskexposure.org/articles/exposure-and-payhttps://taskexposure.org/articles/exposure-and-payMatching every score in this release to BLS wage and employment data reverses the usual assumption. The least exposed work in America is the lowest paid work.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/paralegals-and-lawyershttps://taskexposure.org/articles/paralegals-and-lawyersThe exposed part of legal work is concentrated in a specific kind of task, and it is not distributed by rank.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/radiology-assisted-bandhttps://taskexposure.org/articles/radiology-assisted-bandForty-eight occupations in this release are highly capable and heavily frictioned at the same time. What happens to them is the real question.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/healthcare-inversionhttps://taskexposure.org/articles/healthcare-inversionHealthcare practitioners score a median of 18.5%. Healthcare support scores 11.9%. The gap runs in the opposite direction to most expectations.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/the-degree-premiumhttps://taskexposure.org/articles/the-degree-premiumExposure rises with the education a job requires, then falls again at the top. The most exposed tier is not the one most people expect.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/scheduling-is-finishedhttps://taskexposure.org/articles/scheduling-is-finishedOf the 41 families of work activity in the taxonomy, one scores far above the rest, and it sits inside almost every office job.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/what-this-is-nothttps://taskexposure.org/articles/what-this-is-notThe five things this index is most likely to be misread as saying, and what it actually says instead.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/spread-inside-familieshttps://taskexposure.org/articles/spread-inside-familiesKnowing someone works in construction, or in the arts, or in transport tells you much less than it appears to.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/context-not-handshttps://taskexposure.org/articles/context-not-handsAcross every task in the index, private and situational knowledge accounts for more friction than embodiment does.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/why-activities-not-occupationshttps://taskexposure.org/articles/why-activities-not-occupationsEvery other AI exposure measure scores jobs. Scoring the wrong unit is why their numbers cannot be checked.Tue, 15 Sep 2026 00:00:00 +0000Analysishttps://taskexposure.org/articles/builders-most-exposedhttps://taskexposure.org/articles/builders-most-exposedComputer and mathematical occupations score higher on exposed task share than any other group in the index, including office administration.Tue, 15 Sep 2026 00:00:00 +0000Analysis