Paradigm Shift

The inflection point: a preprint whose logic, evidence, and synthesis initiate a new scientific paradigm—displacing the old and redefining what is considered valid inquiry.

Agent Laboratory: Using LLM Agents as Research Assistants

Leave a Comment / arXiv, Model Revolution, Paradigm Shift /

URL https://arxiv.org/pdf/2501.04227.pdf Stage Model Revolution / Paradigm Change Paradigm framing The preprint operates within the paradigm of scientific research and publishing, specifically focusing on machine learning subfields. It introduces a potential shift by proposing LLM agents as active participants in the research process. Highlights The preprint "Agent Laboratory: Using LLM Agents as Research Assistants" presents […]

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Evidence for complex fixed points in pandemic data

Leave a Comment / Model Revolution, Paradigm Shift, Research Square /

URL https://assets-eu.researchsquare.com/files/rs-70238/v1_covered.pdf?c=1631840663 Stage Model Revolution / Paradigm Change Paradigm framing The preprint attempts to revolutionize the existing paradigm of epidemiological modeling, by introducing complex fixed points into the Renormalization Group (RG) framework. It challenges the conventional compartmental models and complex network diffusion techniques, which primarily focus on initial growth, by proposing a unified way to

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