Swarm Ecology
layer 3 · theory

report · AI safety, alignment & autonomy evaluations

Frontier AI Trends Report

UK AI Security Institute · 2025

UK AI Security Institute

The UK AI Security Institute's Frontier AI Trends Report. Both papers cite it for models' success on the component tasks of self-replication, which rose from under 5% to over 60% in two and a half years (Fig. 3c). It is one of the rising capacities that a lineage needs to persist and replicate.

Cited in
both papers (Flagship: Fig. 3; Companion §1, Fig. 3)
Used for
Capability trends; self-replication; Fig. 3c
Strand
AI safety, alignment & autonomy evaluations · Autonomy, replication & dangerous-capability evaluations

Cite

@techreport{aisi2025frontier,
  title = {Frontier AI Trends Report},
  author = {UK AI Security Institute},
  year = {2025},
  howpublished = {UK AI Security Institute},
  url = {https://aisi.gov.uk/frontier-ai-trends-report},
}