“Our model benchmarking finally lives in one traceable workspace. Ethics reviewers get experiment lineage from the research thread, not fragmented Colab notebooks.”

“IAOS gave us a structured environment to explore human-AI interface design with real governance checkpoints. We shipped with confidence rather than improvising safety late.”