Кризис воспроизводимости и доверия в современной науке

Уровень 0 · материалов: 4

В кластер входят документы, описывающие системный упадок достоверности, проверяемости и этики в современной научной деятельности.

Общие признаки: кризис воспроизводимости, системные проблемы научных институтов, отсутствие прозрачности и объективности, давление сроков публикации

Группа выше: Кризис воспроизводимости и научная честность

Материалы

• #22847 — The Crisis of Reproducibility in Modern Scientific Research — Представитель этого кластера

  Nature задаётся вопросом, воспроизводимы ли современные научные эксперименты? — Tiberius

  Смысл: The main idea is that modern science is facing a 'reproducibility crisis' driven by systemic pressures for fast publication and flawed metrics, leading to a significant amount of published research that cannot be independently verified.

  A survey of 1,500 scientists reveals a widespread reproducibility crisis across various disciplines, fueled by publication pressure and poor data analysis.

• #10415 — The Reproducibility Crisis in Deep Learning and Computer Science

  Deep Fake Science, кризис воспроизводимости и откуда берутся пустые репозитории — 3Dvideo

  Смысл: The main idea is that modern scientific research, particularly in AI and Deep Learning, is suffering from a severe reproducibility crisis caused by systemic pressures to publish quickly, a lack of open-source code, and the inherent complexity of neural networks which allows for accidental or intentional manipulation of results.

  The author analyzes how the 'publish or perish' culture and the nature of deep learning have created a reproducibility crisis in Computer Science, where many published results cannot be replicated due to missing code or data overfitting.

• #15750 — The Philosophical Foundations and Modern Crisis of Science

  Почему современная наука основана на вере? — SergioShpadi

  Смысл: The main idea is that while science is built on philosophical foundations that replace absolute certainty with probability and falsifiability, the modern scientific institution is currently facing a crisis of credibility due to systemic corruption, political influence, and a lack of reproducibility.

  Science evolved from logical axioms to probabilistic theories, but today it faces a crisis of trust due to political corruption and the failure of experimental reproducibility.

• #18607 — Scientific Validity of Modern Theories

  Современные научные теории — есть ли в них наука? — smirik

  Смысл: The main idea is that modern science is being compromised by a lack of transparency, falsifiability, and objectivity, leading to the acceptance of pseudo-scientific theories for political and financial gain.

  The author argues that many modern scientific theories fail basic empirical criteria and warns that the blurring of science and charlatanism threatens the future of evidence-based knowledge.