T29

The claim: [AGENTIC, C6+ EXTENSION] Governance maturity is not a safety tax on autonomy; it is a PRECONDITION for autonomy to lower cost at all. Under low G the fatigue term rho makes review a poor investment and cost-minimizing alpha drifts toward full autonomy despite worse reliability; under high G, review pays for itself and cost-minimizing alpha drifts toward heavy oversight at a LOWER absolute cost floor. Which side of the G threshold a vendor sits on decides the strategy, not the nominal autonomy level.

@misc{shalvi_gtm_thesis_t29_2026,
  author = {Singh, Shalvi},
  title  = {GTM World Model Thesis T29},
  year   = {2026},
  url    = {https://shalvisingh.com/gtm/theses/t29}
}