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cs.LG2026
Discovery by Dreaming: Cross-Domain Recombination in Artificial Memory
Oliver Zahn, James Evans, David Eagleman
Dreams splice together people, places, and times that never met. Neuroscience suggests this recombination is not noise, but a function driving insight and creative discovery. This…
cs.LG2026
ANML: Attribution-Native Machine Learning with Guaranteed Robustness
Oliver Zahn, Matt Beton, Simran Chana
Frontier AI systems increasingly train on specialized expert data, from clinical records to proprietary research to curated datasets, yet current training pipelines treat all sampl…