Paradigm Shifts Are First Seen Here.Most preprints are incremental. A few are irreversible inflection points. We detect the difference—before anyone does.Submit a preprint now Scientific progress has a fingerprint.We see it first.Preprint Watch uses the KGX3 engine to classify by its epistemic role in real time. Built for those who publish and fund the kind of research that changes everything. Preprint Watch LaunchAre All Papers Created Equal? Paradigm ShiftThe rare moment when a new paradigm replaces the old—and reshapes how the field defines truth. Model RevolutionPreprints that propose a fundamentally different approach, offering a strong alternative to the status quo. Based on Thomas Kuhn Paradigm Cycle Model CrisisPreprints that expose weaknesses in the dominant theory—signaling a breakdown in explanatory power. Normal SciencePreprints that confirm existing theories or refine known methods—supporting the stability of current knowledge. Model DriftEarly signs of tension: findings that don’t fully fit existing model, suggesting limits in the relevant paradigm. We detect high-impact science before peer review begins. Read Our White Paper Featured Preprints arXiv, Model Revolution Less is More: Recursive Reasoning with Tiny Networks Read More Model Revolution Indeterminism in Large Language Models: An Unintentional Step Toward Open-Ended Intelligenceu Read More Model Revolution Functional team selection as a framework for local adaptation in plants and their belowground microbiomes. Read More Model Revolution Temperature inhomogeneities cause the abundance discrepancy in H II regions Read More Model Revolution, Research Square What makes a mycoparasite? Similarities between fungi that attack other fungi and fungal and oomycete plant pathogens based on structural homology of their candidate effectors Read More arXiv, Model Revolution Universal Deep Research: Bring Your Own Model and Strategy Read More
Model Revolution Indeterminism in Large Language Models: An Unintentional Step Toward Open-Ended Intelligenceu Read More
Model Revolution Functional team selection as a framework for local adaptation in plants and their belowground microbiomes. Read More
Model Revolution Temperature inhomogeneities cause the abundance discrepancy in H II regions Read More
Model Revolution, Research Square What makes a mycoparasite? Similarities between fungi that attack other fungi and fungal and oomycete plant pathogens based on structural homology of their candidate effectors Read More
