Science is financed mainly by national governments, but scientific knowledge rarely remains within national borders. A theorem proved in one country, a dataset assembled in another, and software maintained elsewhere […]

A truly global science fund would finance valuable research regardless of a scientist’s nationality, institutional prestige, discipline, or access to established grant networks. It would pool resources internationally, evaluate scientific […]

AI Internet-Meritocracy could reduce the Matthew effect by rewarding observable scientific contributions rather than prior grants, institutional prestige, or established reputation. However, AIIM would not eliminate cumulative advantage automatically. Without […]

Scientific recognition should be divisible because scientific progress is divisible. A discovery may depend on an original idea, an earlier theorem, a carefully maintained dataset, specialized software, experimental work, replication, […]

Yes—teaching, peer review, and dataset maintenance should count as scientific output when they produce identifiable, assessable, and reusable value. They should not necessarily receive the same kind or amount of […]

Scientific credit usually follows what is visible. The authors of a widely read paper receive citations, invitations, funding, and recognition. Yet many discoveries depend on people whose names never appear […]

Research software and mathematical libraries should be evaluated by the work they enable—not merely by papers that cite them, repository stars, or download counts. A useful impact assessment combines several […]

Yes. A single definition can be worth more than a thousand-page paper when it identifies the right mathematical object, unifies previously separate theories, or makes an entire research programme possible. […]

Science should not wait decades to reward a discovery—but it should not treat every new claim as permanently validated on day one. The best solution is staged recognition: provide an […]

Citation counts can show that a mathematical paper has been noticed and used by other researchers. They cannot reliably show whether the work is true, profound, foundational, difficult, original, or […]