Ars Inquirendi

AI-generated conjecture · below the evidence/publication boundary

← All conjectures · Networks & trade

Selfish Roman roads

Status: Anticipated · untested

Status is derived only from the shepherd-authored triage/prediction data above -- community submissions and claims are a separate overlay and can never change it (see the participation panel below).

This is a proposed connection between two domains, generated by a language model. It is not an article and not evidence: it sits below the evidence/publication boundary. A quantitative prediction and a named kill-dataset are attached (when registered) so the claim stays falsifiable rather than merely evocative.

Claim (verbatim)

Selfish Roman roads. Transport science distinguishes two ideal networks: the Wardrop user equilibrium, in which each traveler selfishly takes the route fastest for himself, and the system optimum, in which a planner routes everyone so as to minimize total travel time. The two diverge precisely where congestion makes one traveler's choice cost others time. The conjecture is that Roman road alignments fit the selfish solution, not the planned one: routes grew from the individually optimal choices of travelers and local builders, so surveyed alignments should match user-equilibrium predictions over the cost surface better than system-optimum predictions. The empire's hand appears as the correction: imperial upgrade projects should target exactly the links where the two solutions diverge — the congestion externalities that selfish routing creates and only central investment can fix.

Prediction clause (verbatim)

For each corridor in the least-cost GIS vs surveyed alignments dataset, compute both the Wardrop user-equilibrium route and the system-optimum route over the cost surface, and measure the surveyed Roman alignment's deviation from each. Primary clause: surveyed alignments lie closer to the user-equilibrium solution than to the system optimum (paired test, p < 0.05, holding in a majority of corridors), and documented imperial upgrades fall disproportionately on the top-quartile links by divergence between the two solutions. The verdict follows the primary clause.

Kill-dataset (verbatim)

least-cost GIS vs surveyed alignments.

Nobody has run this test. The kill-data is named above. If you can run it — or you know the paper that already settles it — claim the kill or submit the prior scholarship. Kills and prior scholarship are credited here, by name, as they come in.

On Inferpedia

This conjecture has been linked to the following subject pages on Inferpedia — an encyclopedia of the missing, now in limited preview.

Provenance

Run: Imported conversation (verbatim harvest) · model: claude-fable-5

Origin: operator conversation with Claude Fable 5 at max effort, conducted 2026-07-03, relayed verbatim by the operator into the shepherd session on 2026-07-04. No ModelRun exists for the original generation (it happened outside the pipeline); this transcript file is the canonical capture. Transcript path: docs/generated/conjecture_harvest_fablemax_20260703.md. Model (operator-attested, not pipeline-recorded): claude-fable-5. Novelty disclaimer (verbatim, load-bearing -- rule 4): "Same caveat as before, doubled: at 100 items across all of archaeology and history, some of these will have cousins in the literature I can't check. What I can guarantee is the format — each links two things not normally linked, and each names the dataset or measurement that would kill it."

Novelty / leakage triage

anticipated in the literature — this exact test has never been run

Least-cost-path versus surveyed-alignment testing is an active method on exactly this object (via XVII, Sandy Flanders, Roman Britain suitability studies; the empire-wide Itiner-e geometry dataset now published), which covers route-optimality analysis; the game-theoretic discrimination (Wardrop user-equilibrium vs system optimum, imperial upgrades targeting congestion externalities) was not located as applied to Roman roads.

Predictions

No prediction registered yet.

Weigh in

No community feedback yet.

New here? Create an account first

Create an account or sign in and your feedback is tied to you — you can track it, get replies, and claim this conjecture so others know you’re working on it. Prefer not to? Just leave your take below as a guest — only the name you type is shown.

Add your take

Posted immediately (spam is removed). Community feedback is never an adjudicated verdict and never changes this conjecture's triage label or status above.