Reply to Vankov et al.: Reasoning traces are linked to accuracy and capture key dimensions of problem complexity
A
Andrea Gregor de Varda
(Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology)
F
Ferdinando Pio D’Elia
(Center for Language Technology, University of Copenhagen)
H
Hope Kean
(Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology)
A
Andrew Lampinen
(Google DeepMind, Mountain View)
E
Evelina Fedorenko
(Brain and Cognitive Sciences Department, Massachusetts Institute of Technology)
Article Details
Volume / Issue
Vol. 123, Issue 12
Published
March 24, 2026
ISSN
0027-8424
Publisher
National Academy of Sciences
Journal Info
Proceedings of the National Academy of Sciences
National Academy of Sciences
ISSN: 0027-8424 Life Sciences
Authors (5)
A
Andrea Gregor de Varda
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology
F
Ferdinando Pio D’Elia
Center for Language Technology, University of Copenhagen
H
Hope Kean
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology
A
Andrew Lampinen
Google DeepMind, Mountain View
E
Evelina Fedorenko
Brain and Cognitive Sciences Department, Massachusetts Institute of Technology
Related Articles from this Journal
Nature’s antivenom: Combinations of conserved rattlesnake serum metalloproteinase inhibitors block the lethal action of viper venoms
Sean B. Carroll, Fiona P. Ukken et al.
Aug 2026
10.1073/pnas.2612168123
Accelerating <i>Campylobacter</i> zoonosis in the Anthropocene
Oakem J. Kyne, Bridget S. Penman et al.
Aug 2026
10.1073/pnas.2609969123
Global threat exposure of islands in a changing world
Clara Marino, Martin Philippe-Lesaffre et al.
Aug 2026
10.1073/pnas.2534106123
A wearable patch for continuous levodopa monitoring in sweat: Towards exertion and power-free pharmacodynamic assessment in Parkinson’s disease
Tamoghna Saha, Muhammad Inam Khan et al.
Aug 2026
10.1073/pnas.2610453123
Energy prioritization and neurometabolic scaling in a social insect brain
Zach N. Coto, Dajia Ye et al.
Aug 2026
10.1073/pnas.2605431123