@misc{intelligence_research_gated_self_improvement_2026,
  author = {{Intelligence Research Project}},
  title = {Gated Self-Improvement: Pre-Registered Results},
  year = {2026},
  url = {https://sunghunkwag.github.io/research/gated-self-improvement/},
  note = {Explanatory research note; see linked source artifacts}
}