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Troubleshoot IT infrastructure, systems, and assist with cybersecurity tasks

Broad theme · what people ask AI

“Troubleshoot IT infrastructure, systems, and assist with cybersecurity tasks” is a broad theme of what people ask AI to do, as measured by the Anthropic Economic Index over a sample of Claude.ai (Free and Pro) conversations. It accounts for about 7.33% of all broad request themes, ranking #4 of 24.

These are shares of observed AI conversations in one assistant's consumer sample — not of work hours, jobs, or revenue, and not all AI tools. "Broad theme" is one of two independent clusterings Anthropic publishes (24 broad themes and 618 specific requests); the two are separate groupings of the same conversations, not a parent/child hierarchy.

Where this request over-indexes

U.S. states where this request makes up a larger share of local Claude.ai activity than it does nationally. The figure is the ratio of the state's share to the national share; only states with enough sampled conversations are shown, so small states do not produce spurious spikes.

State Over/under vs. national Conversations
Idaho 1.30× 68
Alabama 1.23× 125
Missouri 1.21× 223
South Carolina 1.19× 135
Utah 1.19× 218
Iowa 1.16× 76

Where it is less represented

States where this request is a smaller share of local activity than the national average — "less represented in the request mix," not "people here don't ask this."

State Over/under vs. national Conversations
New York 0.54× 1,359
District of Columbia 0.70× 103
Massachusetts 0.80× 446
Pennsylvania 0.85× 411

How to read this

  • Source: the Anthropic Economic Index (2026-01-15-v4-plus-2025-03-27-v2), which clusters a sample of Claude.ai Free and Pro conversations by the user's request.
  • Shares are of observed requests, not of jobs, work time, or the whole AI market.
  • Geographic ratios compare a state's local request mix to the national mix; states below the sample floor are omitted rather than shown as noisy outliers.
  • The broad and specific resolutions are independent clusterings — a specific request is not assigned to a broad theme in the source data.

← All of what people ask AI

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Troubleshoot IT infrastructure, systems, and assist with cybersecurity tasks." Singulariki: a source-backed encyclopedia of work. Built from Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27). Accessed June 7, 2026. https://singulariki.com/requests/broad-troubleshoot-it-infrastructure-systems-and-assist-with-cybersecurity-tasks

APA

Singulariki. (2026). Troubleshoot IT infrastructure, systems, and assist with cybersecurity tasks. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/requests/broad-troubleshoot-it-infrastructure-systems-and-assist-with-cybersecurity-tasks

BibTeX 
@misc{singulariki-broad-troubleshoot-it-infrastructure-systems-and-assist-with-cybersecurity-tasks,
  title  = {Troubleshoot IT infrastructure, systems, and assist with cybersecurity tasks},
  author = {{Singulariki}},
  year   = {2026},
  note   = {Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27). Accessed June 7, 2026},
  url    = {https://singulariki.com/requests/broad-troubleshoot-it-infrastructure-systems-and-assist-with-cybersecurity-tasks}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.