AI evaluation should add 'psychological competence' — how well a system supports user reasoning, emotional stability, and autonomous decision-making — as a core dimension.
The Formation of Large Galactic Disks: Revival or Survival?
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
Using the deepest and the most complete set of observations of distant galaxies, we investigate how extended disks could have formed. Observations include spatially-resolved kinematics, detailed morphologies and photometry from UV to mid-IR. Six billion years ago, half of the present-day spiral progenitors had anomalous kinematics and morphologies, as well as relatively high gas fractions. We argue that gas-rich major mergers, i.e., fusions between gas-rich disk galaxies of similar mass, can be the likeliest driver for such strong peculiarities. This suggests a new channel of disk formation, e.g. many disks could be reformed after gas-rich mergers. This is found to be in perfect agreement with predictions from the state-of-the-art LCDM semi-empirical models: due to our sensitivity in detecting mergers at all phases, from pairs to relaxed post-mergers, we find a more accurate merger rate. The scenario can be finally confronted to properties of nearby galaxies, including M31 and galaxies showing ultra-faint, gigantic structures in their haloes.
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Psychological Competence as a Missing Dimension in AI Evaluation
AI evaluation should add 'psychological competence' — how well a system supports user reasoning, emotional stability, and autonomous decision-making — as a core dimension.