Research and ideas
A closer look at intelligence.
Explore our research on machine learning, data, security, and life sciences.
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Machine learning
Representation Space as a Smooth Manifold
A study of representation spaces through the lens of smooth manifolds.
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Security
Recorded now, decrypted later
Encrypted African traffic today, and the prospect of decryption when quantum computers arrive.
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AI research
ELSA: Survival instincts in large language models
Studying LLM cognition as an organism interacting with its environment.
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Data science
Rare events and quantum correlations
Rare-event prediction and correlation extraction in demographic studies.
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Data science
Preserving probability in data augmentation
Distribution integrity when scaling and augmenting data.
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Perspectives
The Dragon’s Ledger
What the numbers may leave out.
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AI research
Spatial behaviour as continuous query
Embodied navigation through high-dimensional embedding spaces.
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Life sciences
African thermophile motifs as material primitives
Exploring thermophile motifs as a foundation for materials.
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AI research
Why AI systems don’t actually learn
Examining what it means for an AI system to learn.
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