Development

A Stanford CS degree stops guaranteeing employment

development2025-12-31

Claim

Stanford computer science graduates are finding their degrees no longer guarantee employment as firms replace ten juniors with two seniors and an AI.

Reported metric: 10 juniors → 2 seniors + AI

Reporting date: 2025-12-31 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

Welcome to New Year's Eve 2025 (theinnermostloop.substack.com)

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Reported in

Welcome to New Year's Eve 2025

Actor

Stanford University

Evidence for

Measured displacement of knowledge work

Referenced by

Welcome to New Year's Eve 2025

Cite or correct this record

Citation formatCitation text

A Stanford CS degree stops guaranteeing employment
Innermost Loop KB — secondary record
Reporting date: 2025-12-31
KB permalink: https://nicholsn.github.io/innermost-loop-kb/developments/2025-12-31-stanford-cs-degrees-stop-guaranteeing-work
Claim: Stanford computer science graduates are finding their degrees no longer guarantee employment as firms replace ten juniors with two seniors and an AI.
Attributed sources:
- Welcome to New Year's Eve 2025 — https://theinnermostloop.substack.com/p/welcome-to-new-years-eve-2025
This citation does not imply independent verification of linked-source claims.

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