Black Box Benefits
- James W.
- 3 days ago
- 1 min read
LinkedIn Post 06: Black Box Benefits
An AI model outputs: "£15.3m in community benefit."
How did it arrive at that number?
The calculation lives inside proprietary code. The assumptions are confidential. The weightings are business secrets. The forecast methodology is not disclosed.
Procurement teams see only the final number. The auditable reasoning that backs it up remains hidden.
This is governance by algorithm. No transparency. No verifiable foundation.
SVGA-AUDIT fixes this. Model documentation must be transparent. Assumptions explicit. Reasoning reviewable. Claims verifiable.
You can't trust what you can't understand.
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