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Landscape and Swampland Evidence Grammar

Landscape statements depend on what was sampled, how dual descriptions were identified, and which control conditions were imposed. A construction proves existence within its approximation; a no-go theorem excludes only its hypothesis class; a statistical survey describes its measure. None alone establishes a universal swampland boundary.

Required background. Quantum-Gravity Consistency Claims and Comparison Contract fixes claim types.

Helpful background. de Sitter Constraints and Vacuum-Structure Claims supplies a disputed application; Correlated Evidence, Independence, and Triangulation supplies independence tests; Top-Down, Bottom-Up, and UV-Completion Claim Contracts fixes construction status.

Evidence cutoff: 25 July 2026.

A corpus-level inference should record:

(theory class, sampling frame, measure, control cuts, duality quotient, null search).(\text{theory class},\ \text{sampling frame},\ \text{measure},\ \text{control cuts},\ \text{duality quotient},\ \text{null search}).

Counting flux choices is not counting physically distinct vacua until tadpoles, moduli stabilization, automorphisms, and dualities are handled. Absence from a finite scan gives a confidence statement conditional on that scan; it is not the negation of existence.

RecordHypotheses and sampleDirect conclusionCeiling
flux-vacuum countingchosen topology, flux lattice, tadpole bound, continuum approximationdistribution within that ensemblemeasure- and control-dependent
classical de Sitter no-gospecified two-derivative compactification and sourcesno positive stationary point in that classsilent about excluded corrections/sources
arXiv:2511.15784stable AdS dual realized by a brane worldvolume plus future-EFT assumptionsrestrictions on potentials, DGKT/KKLT under those assumptionsconditional preprint claim

The statistical program of Ashok and Douglas makes its ensemble assumptions explicit Ashok and Douglas 2004. Bedroya and Steinhardt’s 2025 preprint derives strong holographic exclusions only after assuming the relevant CFT has a direct brane-worldvolume realization Bedroya and Steinhardt 2025.

As a current contrary pressure test, flux backtracking applied to DGKT produces a candidate brane singularity and conjectured worldvolume CFT rather than a demonstrated dual Apers, Montero, and Valenzuela 2026. It tests the brane-realization premise but does not by itself establish DGKT as a controlled exact vacuum.

Ten examples related by duality may represent one evidential mechanism. A scan restricted to calculable supersymmetric corners is selected for control and cannot estimate the frequency of nonsupersymmetric vacua without a model of that selection. Bayesian language can expose prior dependence, but no preferred landscape measure is presently established.

Reweight a flux survey uniformly by vacua, by flux vectors, and by low-energy cosmological constant; then quotient dual descriptions. If the headline distribution reverses, record it as measure-sensitive. Add one controlled contrary construction: it refutes a universal absence claim while leaving a narrower no-go theorem intact.

The correct outcome is not forced agnosticism. It is a typed conclusion: existence, exclusion within a class, distribution under a measure, or conjectural extrapolation. The 2025–2026 landscape claims remain assumption-sensitive at the cutoff.

The chapter overview contains the structure diagram and validity and failure diagram. They are embedded there once so that their shared chapter-level context is not repeated on every article.

For the chapter-wide comparison of assumptions, counterevidence, falsifiers, and claim ceilings, see the claim-domain table.

  • Apers, Fien, Miguel Montero, and Irene Valenzuela. “Backtracking AdS Flux Vacua.” Journal of High Energy Physics 2026, 3 (2026): 161. DOI.
  • Ashok, Sujay K., and Michael R. Douglas. “Counting Flux Vacua.” Journal of High Energy Physics 2004, 1 (2004): 060. DOI. Open PDF.
  • Bedroya, Alek, and Paul J. Steinhardt. “Holographic Constraints on the String Landscape.” arXiv:2511.15784v2 [hep-th] (2025). arXiv.