How Human-Validated Benchmark Data Improves Coding Agents, Q&A Systems and Sovereign AI Models
AI DATA OPERATIONS · MODEL EVALUATION · HUMAN ALIGNMENT
Marina is a computational linguist and philologist specializing in natural language processing (NLP) with an emphasis on MTQE. I'm passionate about languages, new technologies, and the intersection between these two worlds.
AI DATA OPERATIONS · MODEL EVALUATION · HUMAN ALIGNMENT
Manuel Herranz will take part in VSCF 2026 with a presentation on sovereign AI, ontologies, small models and the data supply chain behind the generative economy.
Reliable AI is built after the model has been selected. The decisive work begins when an organization defines the behavior it expects, creates data that demonstrates that behavior, tests the model under realistic pressure and converts each...