LLM-generated implementations of TNO spectral reconstruction from photometry exhibit an entropy floor of divergent code even after full methods text is provided, as LLMs recover core structure but miss tacit calibration knowledge.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
astro-ph.IM 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Quantifying the Reconstructability of Astrophysical Methods with Large Language Models and Information Theory: A Case Study in Spectral Reconstruction
LLM-generated implementations of TNO spectral reconstruction from photometry exhibit an entropy floor of divergent code even after full methods text is provided, as LLMs recover core structure but miss tacit calibration knowledge.