Training and running frontier AI models generates thermal densities that shatter the physical limits of traditional air cooling. Submer, founded in Barcelona by Daniel Pope and Pol Valls, submerges servers in biodegradable dielectric fluids, achieving a record-breaking PUE of 1.03. We break down its technology, funding rounds, and why it is an indispensable physical pillar in the race toward AGI.
Upload a photo of a bicycle to Wallapop. In under 200 milliseconds, a cascade of real-time Machine Learning models classifies the item, estimates optimal pricing, runs fraud detection, and computes avoided CO₂ emissions. Behind Spain’s most famous second-hand app lies one of Europe’s most sophisticated data and ML architectures, culminating in its acquisition by Asian tech giant NAVER.
Using Machine Learning and NLP algorithms, Clarity AI has replaced the subjective opinions of human analysts with traceable mathematical evidence. Discover how Rebeca Minguela built the cloud infrastructure that is now the technological arbiter between global capital and sustainability.