The AI House¶
Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 design),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
A four-layer pedagogical framework developed by Vinicius Santana Gomes for training public-sector employees to use generative AI safely, practically, and in compliance with legal and governance requirements.
Components¶
Claims¶
- In the first year under the structured AI training method, SES/CONT's average case processing time fell 18.2% (17.92 to 14.66 days) while documentary output per case stayed stable [+W]
- In UCI/SEDET's first year under the method (2025), average processing time fell 50%, cases processed rose 31%, documents 67%, technical reports 85%, and dispatches 60% [+W]
Related Products and Programmes¶
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Key Sources¶
- Vinicius Santana Gomes. (2026). The Main Barrier to AI Adoption in the Public Sector Is Lack of Training: How a Structured Method Accompanied Productivity Gains in Two Brazilian Government Cases. arXiv. https://arxiv.org/abs/2606.01517
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
the-ai-house |
title |
The AI House |
description |
A four-layer pedagogical framework developed by Vinicius Santana Gomes for training public-sector employees to use generative AI safely, practically, and in compliance with legal and governance requirements. |
status |
review |
product_kind |
framework |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
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