On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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2 results for “pseudoscience”

'Ergodicity Economics' is Pseudoscienceq-fin.GN

'Ergodicity economics' is criticized as pseudoscience.

problem Flawed conceptual basis of mainstream economic theory.

method Claims 'ergodicity economics' is more parsimonious and clearer.

result Peters' approach has not produced falsifiable implications.

ergodicity economics pseudoscience mainstream economics falsifiability

2023-06-05abs ↗pdf ↗

The Return of Pseudosciences in Artificial Intelligence: Have Machine Learning and Deep Learning Forgotten Lessons from Statistics and History?stat.ML

AI models forget statistics' lesson: correlation doesn't imply causation.

problem AI models often produce flawed causal models due to ignoring correlation vs causation.

method Demonstrates examples of flawed AI models and proposes rethinking core models.

result Current efforts to make AI models ethical are insufficient.

AI ethics machine learning deep learning correlation causation

2024-11-27abs ↗pdf ↗