Living Worlds

Research

The full record.

Every registered study in the order it ran, with the result it gave at the time. Where a later study improved on an earlier one, both are here.

Oct 17, 2026 Buildings and grids A model that learned from a checked simulation first, tested on feeders nobody had measured Met Oct 14, 2026 Crowds A learned walking model, on experiments and days nobody had opened Met (3 of 3 sets, on both seeds) Oct 11, 2026 Populations Lives fitted to records, on five fresh 2024 questions Met (4 of 5) Oct 11, 2026 Lifetimes Women's life expectancy twenty years on, a year nobody had read Met (women only) Oct 11, 2026 Lifetimes Men's life expectancy twenty years on, a year nobody had read Met Oct 11, 2026 Populations Voices that set the level, learned from lived records Met Oct 11, 2026 Lifetimes Siblings on both sides, in three years never read Met Oct 11, 2026 Crowds Crowds in four Jülich experiments nobody had opened Met Oct 11, 2026 Crowds Crowds among shoppers, a day nobody had opened Met (6 of 6) Oct 11, 2026 Sound and space Daylight at the desk, on days nobody had read Met Oct 11, 2026 Populations Thirty-one African countries, split by place and age Met (30 of 31) Oct 11, 2026 Buildings and grids Thermal comfort in fifteen countries nobody had read Not met Oct 11, 2026 Machines People around a working robot, on days nobody had opened Met (7 of 8) Oct 11, 2026 Buildings and grids Power through feeders without a meter, a year nobody had read Met Oct 11, 2026 Populations Births, from a voice that knows more than age Ranking met; level missed Oct 11, 2026 Populations Births with the level set once, on a survey nobody had opened Met Oct 10, 2026 Lifetimes Life expectancy twenty years on, against 2024 national figures Not met Oct 10, 2026 Lifetimes Siblings on the mother's side, in four years never read Met Oct 10, 2026 Sound and space Four rooms never seen, from twelve measured positions Met (4 of 4 rooms) Oct 10, 2026 Crowds Crowds against real pedestrians, six recorded scenes Not met (3 of 6) Oct 10, 2026 Crowds Crowds in four Jülich experiments Not met (1 of 4) Oct 6, 2026 Scale Population scale, on CPU cores Met Oct 6, 2026 Lifetimes Life expectancy in European regions, ten years ahead Met for men, not for women Oct 6, 2026 Lifetimes European regions on a window nobody had read Met Oct 6, 2026 Lifetimes Lived, not learned: children ever had Met Oct 6, 2026 Lifetimes Siblings, from partnerships that make fathers Not met Oct 6, 2026 Agents with a life An agent with a life record, against a persona Not met Oct 6, 2026 Agents with a life An agent that remembers what a person said Met Oct 5, 2026 Scale A replayable world: one million lives, ten years Checkable by anyone Oct 5, 2026 Scale Path dependence that only shows at scale Met Oct 5, 2026 Populations A frontier model speaking for a population Voice not met (0 of 6); records matched 2 of 6 Oct 5, 2026 Populations Subgroup splits, held to the survey's own noise Met (5 of 5) Oct 5, 2026 Populations A model's estimate as a prior: fewer people to ask Met Oct 5, 2026 Populations A voice for a question nobody has asked before Not met (1 of 5 inside the noise) Oct 5, 2026 Populations A population asked a question, against the measured answer Voice not met; carry-forward met Oct 5, 2026 Scale A billion lives' worth of months, on one GPU Met Oct 5, 2026 Scale An event calendar that changes nothing Met Oct 5, 2026 Lifetimes Life expectancy, predicted twenty years ahead Not met Oct 5, 2026 Lifetimes Shocks as events Met for women, not for men Oct 5, 2026 Lifetimes The UN's Bayesian model, stacked Not met Oct 5, 2026 Lifetimes Honest intervals twenty years ahead, a fresh year Met for women, not for men Oct 5, 2026 Lifetimes Men as women minus a gap Primary met; bias remains Oct 5, 2026 Populations A voice against real lives Mixed Oct 5, 2026 Populations Voices that set the level Not consistent Oct 5, 2026 Sound and space Sound beyond what was measured Met Oct 5, 2026 Sound and space A room never seen, one configuration at a time Met (20 of 20) Oct 5, 2026 Sound and space A second room Not met

Infrastructure names are redacted in a few protocol files; the protocol hash recorded in each result refers to the unredacted original.