Zeno builds a Jev-style unified check endpoint
Inspired by TypeSafe, Zeno wraps assessment into a single call that returns a prediction, failure risk and recommended check, accessible via a web endpoint, MCP and a one-line skill instruction.
Inspired by @typesafeai, we’re implementing the easiest multi-domain unified surprise approach to leverage our model. Plugging in anywhere (Jev-style): • One call: assess(task, expectations, evidence, checks, costs) returns prediction, failure_risk, recommended_check, expected_check_value, support, decision. • Three ways in, one answer: the web endpoint, the agent connection (MCP), and a one-line skill instruction ("before acting on a forecast or answer, call Zeno check and follow its decision"). • Anything not yet validated reads "not available", so it is safe to plug in today.