Ricerca Labs · Episodes

Long form,
in full.

Two conversations, unabridged. One on the hidden physics of freight profitability, one on what it takes to build an AI system whose honesty does not depend on trusting it.

The Physics of Profitable Trucking Routes

The Physics of Profitable Trucking Routes

43 min · freight

A load that pays well into a market with no way out is not revenue, it is a loan against deadhead miles. This episode walks the Outbound Viability Map: a K score borrowed from reactor physics, where above 1.0 a market regenerates your next load and below 1.0 it absorbs the truck. Then the map itself, from the Eastern Fortress at 1.45 down to the markets where every arrow points back east.

Built for carriers and dispatchers. See also what this looks like for your fleet.

Trust Is a Property of Gates

Trust Is a Property of Gates

42 min · white paper

Faith is not a strategy. This one takes apart the Ricerca white paper: why an answer that looks polished is not the same as an answer that is true, and what changes when correctness is carried by deterministic gates instead of a model's confidence. Includes the case where the system refused its own engineers, because the evidence disagreed with the human.