Swarm Ecology
layer 3 · theory

report · Artificial life & machine evolution

AI as Normal Technology: An Alternative to the Vision of AI as a Potential Superintelligence

Arvind Narayanan, Sayash Kapoor · 2025

Knight First Amendment Institute

Narayanan and Kapoor's essay presenting AI as a normal technology, an alternative to the vision of AI as a potential superintelligence. Both papers treat it as swarm ecology's sharpest rival and grant that it fits today's agents. The views part over a census: under normal technology every agent's founding and funding traces to a principal, so finding no self-financing lineage by 2030 would count against swarm ecology.

Cited in
both papers (Flagship: Introduction, Objections; Companion §1, Box 4)
Used for
Objections; Box 4; census
Strand
Artificial life & machine evolution · The evolvable-AI debate

Cite

@techreport{narayanan2025normal,
  title = {AI as Normal Technology: An Alternative to the Vision of AI as a Potential Superintelligence},
  author = {Arvind Narayanan and Sayash Kapoor},
  year = {2025},
  howpublished = {Knight First Amendment Institute},
  url = {https://knightcolumbia.org/content/ai-as-normal-technology},
}