~/talk

Do not trust my or any computational research

Talkat PyCon UK 2022 · 2022-09-16..09-18· at 09:30· Assembly Room· [software-architecture]
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slides:none on file

Argues that peer review routinely fails specific checks and offers reproducibility examples: a Python reproduction of a 2012 model cannot reach the paper's 97% reader‑review accuracy, wrapping Robert Axelrod's Fortran into the axelrod Python library shows the published tournament outputs do not match the available code, and widespread Excel gene-name conversions imply ~30% of genetic studies could be wrong. Proposes CI, test suites and publishers running authors' checks before acceptance.

AI-written summary · about

  1. 0:00Introduction
  2. 3:37Wittgenstein’s thought experiment
  3. 11:06Models and peer review
  4. 21:52Bacon’s scientific method
  5. 28:57Scientific process failures
  6. 31:52Reproducibility in research
  7. 39:58Future of peer review
  8. 46:41Q&A
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