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Superintendent: study funded from supervision‑district budget; consultants disclose limited AI use
Summary
Superintendent Brian White said the CES engagement was paid from the supervision‑district budget approved through the board process; CES confirmed the team used large language models within a retrieval‑augmented workflow and said outputs were human‑verified.
Superintendent Brian White responded to audience questions about contract funding and cost, saying the work was paid from the supervision‑district budget — the shared budget that supports central services across the participating boards — and that the CES engagement was framed as a phased contract. He said the district has not yet incurred the full cost of the contract and that the approved budget lines for facilities planning supported the work.
When asked whether the consultants used AI tools in producing the report, Dr. Luke Forshaw replied, "Yes. We do a lot of work with large language models... the answer is yes," and described the team’s approach as retrieval‑augmented generation with human verification. He emphasized that outputs were checked against source data and that the RAG workflow was used to organize and synthesize large volumes of public data and district documents.
Board members and residents asked the district to publish the contract amount and the specific data sources used to compute capacity figures; the superintendent said the contract is phased and that the full cost and the contract scope will be posted with meeting materials and minutes for transparency.
