Architecture · system design · Load-bearing · GTM World Model v3.3

T30

The claim: Category-level agent externalities cannot be inferred from firm governance or falling reply rates alone. Measure joint-policy exposure, relevance, demand, rivals and platform response; the sign remains open.

contested load-bearing Model updated 2026-10-05

Evidence boundary

See the scoped evidence_register and qualification_protocol. Structural plausibility, descriptive surveys and laboratory benchmarks do not alone identify a local commercial policy effect.

All theses

T0 T1 T2 T3 T4 T5 T6 T7 T8 T9 T10 T11 T12 T13 T14 T15 T16 T17 T18 T19 T20 T21 T22 T23 T24 T25 T26 T27 T28 T8.1 T29 T30

How to cite this

@misc{shalvi_gtm_thesis_t30_2026,
  author = {Singh, Shalvi},
  title  = {GTM World Model Thesis T30},
  year   = {2026},
  url    = {https://shalvisingh.com/gtm/theses/t30}
}

Singh, Shalvi. "GTM World Model Thesis T30." shalvisingh.com, 2026. https://shalvisingh.com/gtm/theses/t30