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Monday, February 24, 2025

AI Impression Curves by @ttunguz


What’s the impression of AI throughout completely different ranges of seniority?

Over the weekend, I learn Sergey Tselovalnikov’s publish on AI Impression Curves.

The software program engineering curve reveals an intriguing sample.

Junior engineers expertise each advantages and dangers from AI. Workers+ engineers additionally achieve great leverage on the senior finish of the curve.

Nonetheless, mid-level engineers see extra modest impacts, primarily as a result of they’re proficient with their codebases and might write efficient code adeptly.

I puzzled about different disciplines : regulation, accounting, buyer assist monetary evaluation, consulting.

I discovered myself drawing a chart with two y-axes as an alternative : impression on the person and impression on the enterprise. As a result of they could possibly be fairly completely different.

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On the junior degree, there’s a significant distinction between the impression on a person and an impression on an organization. A junior individual is more likely to search out their job or at the very least parts of it automated by extra skilled colleagues workers transferring up the group – presuming they embrace AI.

The house owners of a enterprise or the leaders of a enterprise would discover themselves benefiting from the efficiencies of AI driving better profitability with doubtlessly considerably unfavourable expense of managing smaller groups.

Enterprise leaders profit from elevated productiveness & doubtlessly lowered staff sizes.

However even this twin curve mannequin is simply too simplistic. The actual differentiator could possibly be adaptation means slightly than seniority.

A junior worker who masterfully leverages AI creates outsized worth for each themselves and the group – a fact that holds throughout all roles and ranges.

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