Welcome to Collective AI on the Foundation AI(CAFA) Generative AI Engineering Platform!
What is CAFA Platform?
CAFA platform (CAFA Lab, Inc., 2012) is is a comprehensive AI engineering platform designed for the development, deployment, and management of generative AI applications. Built upon the Collective AI on the Foundation AI (CAFA) framework, the platform integrates various AI technologies to provide developers with powerful tools for creating intelligent applications. Collaborating closely with the CAFA Community and leveraging the CAFA Token economy, the platform fosters active participation and continuous innovation. This synergy makes the CAFA Platform a powerful tool for developers looking to leverage generative AI technology in a streamlined and efficient manner.
CAFA platform will evolve into a full-scale assessment tool including below functionalities:
- assembling assessments with generated items
- deploying the assessments to collect response data in both on- and off-line modes
- conducting advanced psychometric analyses with the collected data
Reference:
Choi, J., Kim, S., & Yoon, K. (2012-present). Collective AI on the Foundation AI (CAFA) Platform: [Digital Platform]. CAFA Lab, Inc.
What is CAFA Framework?
Collective AI on the Foundation AI (CAFA; Choi, 2024) is a comprehensive framework for building intelligent, scalable, and adaptable applications. By leveraging a layered architecture that integrates symbolic AI, machine learning, and generative AI—structured through an Ontology Model that is both human and machine friendly—CAFA provides a blueprint for the development of advanced systems. The Ontology Model’s role in facilitating Ontology-Model Centered Generation (OMG) ensures that the system overcomes the limitations of both Rule-based Generation and Language-Model Only Generation, resulting in enhanced collective intelligence capable of driving digital transformation.
Reference:
Choi, J. (2024). Collective AI on the Foundation AI: The pathway of digital transformation of intelligence (in press). CAFA Lab, Inc..
What is Assessment Engineering?
Assessment Engineering(AE: Bejar, 1993; Embretson & Yang, 2007; Gierl & Haladyna, 2013; Irvine & Kyllonen, 2002) is an assessment theory and practice that integrates cognitive science with digital technologies for futuristic digital assessments. AE provides innovative solutions to overcome the shortcomings of the traditional analogous approach in which human writers manually create, review, revise, and analyze individual items which is a slow, expensive, and often subjective procedure.
The essence of AE is Automatic Item Generation(AIG) or Computerized Item Modeling(CIM) which is an approach to program Item Models for Machine to strategically generate a large amount of high-quality digital items and assessments for various digital learning contents and services. AIG is a symbolic technique/theory of the initial step, the so-called \”item-to-item model\” transition, for the digital transformation of assessment and education. (Choi, 2017)
Click on the links below to learn more about CAFA engine AIG capability.
- Sample Item Models: Sample Item Models developed by CAFA Platform
- Subscriptions: Subscription Versions of CAFA Platform
- CAFA Platform Yearly Subscription – Premium
- CAFA Platform Yearly Subscription – Standard
- CAFA Platform Year Subscription – Personal
- Training: Training about CAFA Platform
- References: References for CAFA, AE, and AIG