A team or org makes a major star acquisition expecting instant dominance. Reality: dysfunction. Roles unclear, the leader they bet on is privately questioned, early losses create rifts that didn't exi...
A long-suffering org makes an unconventional hire — older, smaller-stage, no pedigree. Year 1 produces a shocking turnaround. Year 2 doesn't regress — it wins everything. The deviation point isn't the...
The 2007-08 Celtics assembled Garnett + Pierce + Allen and won the title in year 1. The opposite of the 2010-11 Heat's near-implosion. The difference: hierarchy was set BEFORE acquisition. Pierce stay...
The 2016 Cavs came back from 3-1 down vs the 73-win Warriors to win the championship. The first time in NBA Finals history. Lesson: in a multi-decision sequence where everyone counts you out, the move...
The 2013 Spurs were 28 seconds from the title before Ray Allen's corner three. They could have aged out, broken up, or gone reactive. Instead they refined the system, came back in 2014, and beat the s...
The 2011 Mavericks beat the 2010-11 Heat in the Finals 4-2. Conventional wisdom said the Heat would dominate. The Mavs won because they had Dirk + Jason Kidd + Tyson Chandler + a deep, role-defined ro...
Three signals that separate real bets from cosplay. A Lab finding across Indiana 2024-25, the 1979 49ers, 2008 Barcelona, and the 2018 Texas Tech failed analog.
lab:finding/strategic/2026/asymmetric-underdog-inversion/v1Hungary spent 6.2% of GDP on family policy and lifted TFR from 1.25 to 1.59. Then it reversed. The pair shows what policy can move and what it can't reach.
lab:finding/popdec/2026/korea-hungary-divergence/v1Six branch points in Korea's fertility decline 1997-2024. Three were levers. Three were lockings. Telling them apart is what makes the path-dependence real.
lab:finding/popdec/2026/korea-lockin/v1A public falsifier register for the necessary-but-insufficient thesis. Eight OECD candidates on the watch list. Resolution: 2030-2035 cohort completion data. Falsifier: any country crossing 1.70 cohor...
lab:finding/popdec/2026/positive-case-search/v1Single-case mechanism dossier on the only OECD-context cohort at national-sub-population scale with documented sustained fertility ≥ 6.0. (Hutterite + Amish are valid peer cases at smaller community s...
lab:finding/popdec/2026/israel-haredi-floor/v1Cross-case validation of the seven-condition structural framework. Six documented sustained-recovery cases (Haredi, Hutterite, Amish, Mormon Utah, Roma, Israel-Arab Muslim transitional) plus one secul...
lab:finding/popdec/2026/refugia-template/v1Cross-substrate test of the seven-condition framework. Ten well-documented ecological cases: 3 sustained recovery (mountain gorilla, Iberian lynx, gray wolf Yellowstone), 2 transitional, 3 sustained c...
lab:finding/popdec/2026/substrate-symmetric-refugia/v1Form 1 detective story applying the seven-condition framework retrospectively to the post-WWII US baby boom (1946-1964 lift, 1964-1976 collapse, 1976-2024 plateau at 1.7-2.1). External validation: fra...
lab:finding/popdec/2026/baby-boom-detective/v1Form 5 counterfactual walk applied to Quebec, the steepest documented OECD condition-decay → fertility-decline sequence (TFR 4.0 in 1955 → 1.5 in 1990). Six branch points 1960-1988. Three levers (1960...
lab:finding/popdec/2026/quebec-quiet-revolution/v1Internal-week brief. Lab finding count to 7 (with Israel-Haredi, Refugia template, Substrate-Symmetric joining the popdec trilogy). Tectonic shifts upgraded with charts + historical analog library.