AI may make verification the scarce skill after intelligence gets cheap
jzl86 · x · 2026-07-24
As intelligence gets cheap, verification becomes the bottleneck
This post quotes an argument about what happens when AI makes intelligence abundant: the limiting factor may stop being attention and become verification.
The core claim
- When information became free, attention became scarce.
- When intelligence becomes free, the scarce resource may be the ability to check whether AI-assisted work is actually correct.
Why this matters
Andrew Curran argues that in a post-AGI world, human employment may be hit hard, but there could still be a huge need for human experts.
The reason is not that humans will outperform AI at generating ideas, but that teams of amateurs plus AI may produce so many apparent breakthroughs that someone with real domain knowledge is needed to verify whether the results are genuine. In other words, the economy may need fewer people to create and far more people to validate.
Related event: As Intelligence Becomes Free, Verification Emerges as the Scarce Resource(2 posts)→
More from AGI Musings
- ChatGPT Voice feels like an AGI moment because it can turn rambling ideas into output — paw_lean · 2026-07-24
- OpenAI staffer’s pro-disempowerment remark sparks a debate over AI power and values — connoraxiotes · 2026-07-24
- A new AI take argues that intelligence advantages keep getting unbundled as they spread — fkasummer · 2026-07-24
- Agent searches may scale to 10,000 conjecture disproofs, but verification stays the bottleneck — JensHonack · 2026-07-24
- Ailin tests whether coordinated model teams can beat one bigger model — Resident-Log-4754 · 2026-07-24
- Are starter templates obsolete if AI can generate the app each time? — pjausovec · 2026-07-24