Swarm Ecology
layer 3 · theory

preprint · Frontier AI capabilities

Remote Labor Index: Measuring AI Automation of Remote Work

Mantas Mazeika, Alice Gatti, Cristina Menghini, Udari Madhushani Sehwag, Shivam Singhal, Yury Orlovskiy, Steven Basart, Manasi Sharma, Denis Peskoff, Elaine Lau, et al. · 2025

A preprint introducing the Remote Labor Index, which measures AI automation of remote work on 240 paid freelance projects set by clients and graded by experts. Both papers cite it, with its leaderboard, for the best agent's share done to a professional standard, which rose from 2.5% in October 2025 to 20.8% in September 2026. It tracks the capacity to earn in Fig. 3b.

Cited in
both papers (Flagship: Where agent lineages stand, Fig. 3; Companion §1, Fig. 3)
Used for
Capability trends; earning; Fig. 3b
Strand
Frontier AI capabilities · Capability trends & benchmarks

Cite

@misc{mazeika2025remote,
  title = {Remote Labor Index: Measuring AI Automation of Remote Work},
  author = {Mantas Mazeika and Alice Gatti and Cristina Menghini and Udari Madhushani Sehwag and Shivam Singhal and Yury Orlovskiy and Steven Basart and Manasi Sharma and Denis Peskoff and Elaine Lau and et al.},
  year = {2025},
  url = {https://arxiv.org/abs/2510.26787},
}