#research

The UK ARIA launched the Olfactory Perception program to create open foundation models for digital chemical sensing. AI is blind to airborne molecules. Digitizing chemical signals lets sensors detect disease markers, gas leaks, and food spoilage in real time.

Researchers set rules for automated AI cycles where models design, train, and test new models. Automatic code updates can outpace human review. Limit operations to 1,026 for verification checkpoints. Add human review and log compute before deploying new versions.