A Velorin Intelligence project
Experimental tools forunderstanding AI behavior.
01 / Starting point
AI systems can behave differently when context, history, framing, or representation changes. 7PEEL is where Velorin Intelligence turns research questions into practical experiments, evaluations, and tools.
We are starting by testing the tests themselves: establishing whether the effects we measure are real, reproducible, and distinguishable from ordinary model variability.
02 / Work in progress
Can controlled changes to context produce measurable and reproducible changes in an AI system's behavior—and can those effects be distinguished from ordinary run-to-run variation?
The initial work will use external reference systems rather than customer systems. Baselines, controls, hypotheses, configurations, and results will be preserved so that null findings remain as meaningful as positive ones.
View experiment Forthcoming03 / Questions
7PEEL / Velorin Intelligence
7PEEL is an experimental project of Velorin Intelligence.