CIVICGHOST_PROJECT_01

"Transparency is a linguistic property. If a machine cannot find the logic in a narrative, can a citizen?"

ADMINISTRATION RHETORIC
89.2%
ERROR RATE (WER)
CITIZEN TESTIMONY
7.5%
ERROR RATE (WER)

THE FINDING:

In our audit of the March 31st Override aftermath, we discovered a "Clarity Gap." Our AI pipeline successfully verified the heartfelt concerns of residents like Muhammad Abu-Taha with near-perfect accuracy. However, the administration's technical budget defense triggered catastrophic "hallucination loops" in the most advanced models available.

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