Announcement
‘Neural Architecture Discovery via Autonomous Evolution’ accepted to COLM 2026
The author says 1,773 experiments yielded 105 autonomously discovered linear attention architectures with state-of-the-art results under controlled evaluation.
TLDR
The paper’s author announced its acceptance to COLM 2026. They say their system autonomously discovered 105 linear attention architectures across 1,773 experiments and achieved state-of-the-art results under their controlled evaluation. The author also said the project had 1.2K GitHub stars as of October 8, 2026.
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