Theme

Benchmark capability in dollars, not in exams

Explore this theme’s evidence over time →

Sources

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

A Conversation with Mustafa Suleyman (theinnermostloop.substack.com)

If the question is what a system can do in the workplace, the measure should be the one the economy already uses. A model turning seed capital into a tenfold return is a capability claim no academic benchmark can substitute for.

Development timeline

Newest reporting dates first. Reporting dates may differ from event dates.

2026-03-14: A 2022 prediction traced the path from recognition to autonomous action

2026-03-14: A benchmark proposal measures capability in dollars rather than exams

Knowledge graphopen in browser →

Cite or correct this record

Citation formatCitation text

Benchmark capability in dollars, not in exams
Innermost Loop KB — secondary record
Reporting date: unknown
KB permalink: https://nicholsn.github.io/innermost-loop-kb/themes/the-modern-turing-test
Attributed sources:
- A Conversation with Mustafa Suleyman — https://theinnermostloop.substack.com/p/a-conversation-with-mustafa-suleyman
This citation does not imply independent verification of linked-source claims.

Suggest a correction — opens a GitHub draft for you to review and submit.