Machine Heart

Sep 25, 2026 · Artificial Intelligence

TimePrism: Probabilistic Parallel Generation Predates Jev by a Year

CUHK's TimePrism paper, accepted at ICLR 2026, introduced a probabilistic scenarios paradigm that outputs multiple futures with explicit probabilities in a single forward pass using only three linear layers, outperforming complex models on benchmarks—a year before Jev popularized similar decision-oriented, parallel probability generation for AI agents.