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Explainability (XAI)

The Why matter as much as the What.

If Oasis suggests turning on the heating at 4 AM, you deserve to know why. Is it because it's very cold outside? Or because your house has high thermal inertia?

We design our algorithms to be inspectable. Every decision comes with a human-readable reasoning trace. We avoid 'black box' algorithms that don't provide any insight into how they arrived at their decision.