Research · August 12, 2026

Reasoning that can be inspected

Most AI products optimize for speed and smoothness. That is useful until the decision is expensive. Then you need to know what the model is standing on.

Mandana treats a query as an inquiry: gather, weigh, and write. Sources stay attached. Depth is a choice — Core for a first cut, Infinity when the world has to be in the room.

Inspectability is not a debug panel. It is the product. If you cannot follow the argument, you should not have to trust it.

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