Heaps' law — the corpus-linguistics regularity that a collection's vocabulary grows as a sublinear power of its size — is here applied to the oldest writing system on earth. Cuneiform's inventory of distinct signs should grow with corpus size along a Heaps…
Generated by Fable · below the evidence/publication boundary
One Thousand and One Conjectures
One thousand and one — an impossible number anyway: in the Nights it means more than can be counted.
1,139 posed — and counting · measured against the literature (1055 authoritative verdicts): 111 already answered · 880 anticipated — never tested · 51 no prior located · 0 provisional · 15 resolved (6 supported / 4 killed)
Falsifiable conjectures about the pre-print world. The founding thousand and one were generated blind by Fable, a frontier AI, then judged, one dated literature-search each: 111 already answered by the literature, 880 anticipated but never tested, 51 with no prior located — verdicts independently audited by a second model (45-verdict sample; none overturned). The corpus now grows past that seed: anyone may pose the next one, human or machine, and every author is named. Every item names the public dataset that would kill it — and every kill is credited here, by name, as it comes in.
The conjectures are a public preview of a much larger inference project, coming shortly.
Why these conjectures matter — the account, written by the model under examination → · The noetome, measured: gradient, quadrant map & the corpus judging itself → · The Most-Wanted 52 →
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Specialist axes — method, instrument, provenance and more.
What the tags mean
- Supported — a registered prediction held up in data
- Falsified — a registered prediction was refuted
- Inconclusive — a registered prediction resolved without a clean verdict either way
- Open to kill — untested — no decisive result yet; the site’s invitation, not a verdict
- Already answered — the specific result is already published; the citation is on the item’s page
- Anticipated — the literature anticipates the direction, but this exact test has never been run
- No prior located — a dated search found no prior formulation (in thin fields this measures the literature’s thinness, not originality)
- testable — a quantitative prediction + kill-dataset is registered
- Shepherd-triaged — an authoritative Fable-authored verdict; shown as the pills above and the only tier in the headline numbers
- provisional — model-triaged, shepherd review pending — an Opus-authored first pass, not yet shepherd-confirmed and excluded from every headline figure
- awaiting prior-art check — hunt open — no triage yet; found a prior yourself? open it and weigh in
Showing 1–18 of 18 matching conjectures.
Island biogeography famously finds that the number of species an island supports scales with its area as a power law, S = cA^z, with a characteristically shallow exponent. The claim ports this law to writing: a region is an “island” for scripts,…
Fracture physics and Viking economics meet in the hack-silver hoard. When brittle materials are broken repeatedly and more or less at random, the resulting fragment masses follow a universal power-law distribution — a robust result from fragmentation physics that holds for shattered…
Gibrat's law — the modern finding that firm growth rates are independent of firm size, which generates the Pareto (power-law) distribution of firm sizes seen in every industrial economy — is here tested two thousand years early. Roman brickyards (figlinae) stamped their…
This joins the vast water network of medieval Angkor to the theory of self-organized criticality — the sandpile physics in which a slowly loaded system tunes itself to a critical state where avalanches of every size occur, their sizes following a power…
Airborne LiDAR has stripped the canopy from the Maya lowlands and revealed settlement in the tens of thousands of structures, making true regional settlement hierarchies measurable for the first time; settlement-scaling theory, meanwhile, holds that integrated urban systems produce Zipfian rank-size distributions…
Taylor's law — fluctuation scaling from statistical physics and ecology — says that across populations, variance grows as a power of the mean: exponent 1 for independent Poisson noise, 2 for perfectly synchronized fluctuation. This conjecture applies it to the geography of…
Sublinear scaling laws — the urban-economics finding that infrastructure grows more slowly than city size — meet museum acquisition history. This conjecture claims the dispersal of a cuneiform site's tablets across the world's collections scales sublinearly with the size of the find.…
Priority queueing theory has a textbook pathology: give one class of customers near-absolute priority and their waiting times stay compact while low-priority waits blow up into a heavy tail. This conjecture finds that pathology in the Heian court's promotion ladder as recorded…
What survives of the Andean khipu record survived overwhelmingly through graves — cords bundled with the dead in the dry coastal desert — while the state's central cord archives at administrative centers were destroyed, dispersed, or rotted in wetter highlands. Grave goods…
Monumental writing among the Maya was a court technology, and the number of inscribed monuments per site is wildly unequal — a fact usually reported, not modeled. The conjecture: the inequality is the fingerprint of contagious adoption plus cumulative advantage — sites…
Geniza book-lists let us count how many books individual medieval households actually owned — a number usually guessed from anecdote. Modern collections and wealth alike tend toward heavy-tailed distributions: many small holders, a few enormous ones. The conjecture is that medieval Jewish…
This conjecture imports burstiness statistics — the tools used to describe irregular human communication patterns — into the study of itinerant medieval kingship. An itinerant chancery issued documents where and when the king was available: acta came in bursts at assemblies, sieges,…
Excavated tablet groups run from a dozen tablets in a jar to tens of thousands in a palace wing, and the sizes are usually treated as accidents of preservation. Economics knows that firm sizes form structured distributions, with small owner-operated firms and…
Survival analysis distinguishes institutions by the shape of their exit curves: fixed terms produce peaked tenure distributions, seniority protection produces falling hazards, and service at pleasure — where dismissal strikes like lightning — produces the memoryless exponential. Ur III prosopography supplies thousands…
Zipf's law — a few signs used constantly, most rarely — is usually taken as a fact about languages. Cuneiform ran a natural experiment no other script can offer: the same sign inventory served Sumerian, then Akkadian, then a heavily logographic late…
Assyriology, sitting on hundreds of thousands of digitized tablets, learned to treat administrative writing as a statistical population: text types and formulae in the Ur III archives follow heavy-tailed frequency distributions with stable shape parameters. Medieval English charters, digitized in the DEEDS…
Byzantinists can rank ancient Greek works by popularity because Pinakes counts surviving copies: a few texts survive in hundreds of manuscripts while most survive in one, and the shape of that concentration is a signature of the copying economy. The manuscript libraries…