Import AI 476: Creativity and RSI; worse-than-China open weight models; AI goes to space

Researchers developed Prompteina, the first all-atom protein structure generation model that accepts natural language descriptions as input.

Theoretical paper proves that prediction alone is insufficient for memory in learning systems, requiring additional state information for exact cumulative learning.

Researchers tested language models on Wikipedia Game navigation tasks across five languages and academic datasets, finding top models achieved human-comparable performance.

Researchers prove AI models can cryptographically hide arbitrary capabilities using backdoor attacks that embed encrypted neural networks only triggered by secret inputs.

Researchers prove constructive bounds on neural network expressivity using algebraic topology, establishing architectural requirements for expressing complex topological spaces.