[ model graph · product ]
Composable Model Graph
The product layer: compose, run, trace, and compare model graphs.
Where Model Graph is the primitive, Composable Model Graph is where the primitives become usable: implemented transforms, a way to run a graph over data, capture a trace, evaluate it, and compare two runs.
The recurring shape is a loop: run a graph, capture the trace, evaluate it, produce feedback, and see what to improve.
the looprun · trace · evaluate · improve
run graph -> capture trace -> evaluate -> feedback -> improve
^ |
+----------------------------------------------------------+That same loop underlies both interpretability (recover and measure a system) and reliability (hold its behavior steady).
It carries a small set of cross-cutting pieces, including a transfer-function primitive shared with the interpretability work, so the same object that describes a control system can describe a layer of a network.