1 Jan2026 DA
Show Dario Amodei's position
DA Holds
Recorded here as
AI could displace half of all entry-level white-collar jobs within one to five years, even while it accelerates economic growth.
Labour markets will eventually recover from AI, but the speed of the transition makes the short term unusually painful compared with past technologies.
Their exact words
This is a topic that I warned about very publicly in 2025 , where I predicted that AI could displace half of all entry-level white collar jobs in the next 1–5 years, even as it accelerates economic growth and scientific progress.
The Adolescence of Technology (January 2026) ↗
17 Nov2025 AK
Show Andrej Karpathy's position
AK Holds
Recorded here as
How verifiable a task is now predicts how automatable it is, the way specifiability predicted it in the 1980s.
Their exact words
The more a task/job is verifiable, the more amenable it is to automation in the new programming paradigm.
Verifiability ↗
16 Nov2025 AK
Show Andrej Karpathy's position
AK Holds
Recorded here as
The best historical analogy for AI is not electricity or the industrial revolution but a new computing paradigm, because both are fundamentally about automating digital information processing.
Their exact words
AI has been compared to various historical precedents: electricity, industrial revolution, etc., I think the strongest analogy is that of AI as a new computing paradigm (Software 2.0) because both are fundamentally about the automation of digital information processing.
@karpathy on X ↗
25 Sept2025 AK
Show Andrej Karpathy's position
AK Holds
Recorded here as
Most current predictions about AI's imminent impact on the job market are naive.
Their exact words
There are a lot of imo naive predictions out there on the imminent impact of AI on the job market.
@karpathy on X ↗
12 months earlier 1 Oct2024 DA
Show Dario Amodei's position
DA Holds
Recorded here as
Universal basic income is at most a small part of the answer to AI-driven job loss.
Their exact words
It could be as simple as a large universal basic income for everyone, although I suspect that will only be a small part of a solution.
Machines of Loving Grace (October 2024) ↗
Also held by DH David Heinemeier Hansson see all 2