Engagement on LinkedIn, as of 2026-10-19

Reactions
21

Source: LinkedIn activity page (reactions, comments, reposts).

200,000 anonymized conversations: Understanding AI's Impact on Work:

How Digital Tools Are Used at Work
Analysis of 200,000 conversations revealed that users often seek help with tasks such as printing or writing.

The system's response sometimes differs, providing explanations or guidance instead. In 40% of cases, user intent and system actions didn't fully align.

Most Common Uses
People mostly use these tools to gather information, write content, and communicate. The tools typically assist by providing advice, instruction, or support.

Jobs Most Affected
Roles focused on information and communication, like writers, translators, sales, and customer service, are most influenced. Manual or physical jobs (e.g., roofers, truck drivers) are the least affected.

Education and Work Impact
Jobs requiring a degree show slightly higher relevance. However, tool impact doesn’t strongly correlate with wage levels.
Support, Not Replacement

These tools enhance tasks rather than replace workers. Like ATMs changed teller duties but increased teller jobs, the real impact depends on how businesses adapt.

Microsoft Research Paper: Top occupations by AI applicability score and their contributing IWAs
Source & Image Credits: https://lnkd.in/eCrmzsj6

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#aiimpact

Low-res Sankey diagram mapping categories; labels unreadable

First published on LinkedIn on Jul 30, 2025, 9:45 PM UTC (original). Kept here in full so it stays available; the media are this site's copies of the ones on LinkedIn, also in Venkata Pagadala - Universe.

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