SETA
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Related Articles from SNS
Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning
arXiv:2606.07500v1 Announce Type: new Abstract: Continual learning in Large Language Models (LLMs) is hindered by the plasticity-stability dilemma, where acquiring new capabilities often leads to catastrophic forgetting of previous knowledge. Existing methods typically treat parameters uniformly, failing to distinguish between specific task knowledge and shared capabilities. We introduce Mixture of Sparse Experts for Task Agnostic Continual Learning (SETA), a framework that resolves the...
Some Thoughts on the Future of Technosignature Searches: Constraining the Fermi Paradox
arXiv:2606.00463v1 Announce Type: cross Abstract: This paper examines how future technosignature searches may constrain competing resolutions of the Fermi Paradox, with particular attention to the possibility that technologically capable entities (TCEs) are either intrinsically rare or deliberately concealed. I propose a multi-pronged observational strategy comprising expanded radio and optical SETI, spectroscopic searches for biosignatures and technosignatures in exoplanet atmospheres,...
Some Thoughts on the Future of Technosignature Searches: Constraining the Fermi Paradox
Announce Type: replace-cross Abstract: This paper examines how future technosignature searches may constrain competing resolutions of the Fermi Paradox, with particular attention to the possibility that technologically capable entities (TCEs) are either intrinsically rare or deliberately concealed. I propose a multi-pronged observational strategy comprising expanded radio and optical SETI, spectroscopic searches for biosignatures and technosignatures in exoplanet atmospheres, astronomical...