There Will Be a Scientific Theory of Deep Learning. - Jamie Simon; Daniel Kunin; Alexander B. Atanasov; Enric Boix-Adserà; Blake Bordelon; Jeremy Cohen; Nikhil Ghosh; Florentin Guth; Arthur Jacot; Mason Kamb; Dhruva Karkada; Eric J. Michaud; et al. (CoRR, 2026)