Articles for January, 2025

IDEAL Group, Inc. – Business Model Overview

IDEAL Group, Inc. operates a socially driven, innovation-centric business model focused on the development of AI-based, inference-only educational solutions for students with neurocognitive disabilities. Central to IDEAL’s strategy is its “no-cost-to-the-user” philosophy, which has been core to its mission since 2009 and formally updated in 2022 to emphasize support for learners on individualized educational pathways. […]

Author’s Statement on AI Assistance and Original Contribution

The author (Steve Jacobs) utilized several large language models (LLMs) to assist with researching, organizing, and generating some of the tables, charts, and graphs included in this publication. However, with the exception of a few advanced algorithms, the content reflects the author’s original work and perspective—shaped by over 40 years of experience architecting and managing […]

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