Where AI breaks: testing internal contradictions in language models

This project explores whether advanced AI models can remain logically consistent when exposed to internal...

Engineering carbonation catalysts for scalable carbon removal within our built environment

Concrete, produced at 40 gigatons annually, can naturally soak up CO2 to form a scalable, durable and verifiable...

Generalizable Computational Pipeline for Engineering Ultrastable Variants of Carbonic Anhydrase

AI-driven protein design is undergoing a transformation, driven by recent breakthroughs such as AlphaFold...

Designing ultrastable carbonic anhydrase with deep generative models and high-throughput assays

To minimize the impact of CO2 emissions on life on earth, we need technologies for carbon capture exceeding...

Generative Design of Programmable Metal-Binding Proteins for Bioremediation

The mining of heavy metals accounts for about 10% of global greenhouse gas emissions. Moreover, exposure...

Designing new enzymes for sustainable fertilizer

Agriculture relies on phosphorous (P) fertilizer, which generates algae blooms and significant GHG emissions...

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