Guiding the Future of AI in Applied Behavior Analysis
Promoting responsible innovation and ethical practice related to artificial intelligence in behavior analysis.
AIC-ABA brings together experts to ensure AI advances in ABA services are ethical and effective.
Our Mission
The mission of AIC-ABA is to provide ethical guidance to behavior analysts* in the use of AI in behavioral services. These ethical best practices safeguard the rights and welfare of individuals receiving ABA services, align with professional and legal requirements, and maintain the integrity of the profession. AIC-ABA aims to ensure that guidance is disseminated and available to practitioners in the profession.
Guiding Principles for AI in ABA
Our guidelines are built on foundational principles to ensure ethical, effective AI in ABA. Key areas include:
Human-Led
You remain responsible for all clinical decisions—use AI as a support tool, not a replacement for your professional judgment.
Transparency and Explainability
Disclose AI use to your clients, obtain informed consent, and provide clear processes for feedback and appeals.
Privacy and Data Security
Never input protected health information into open systems—use closed systems and follow all applicable privacy regulations.
Accountability
Establish clear roles and review processes before deploying AI, ensuring all team members understand their responsibilities.
Safety, Quality and Accuracy
Continuously verify AI outputs for accuracy and have protocols ready to pause or discontinue systems when concerns arise.
Equity and Minimizing Bias
Engage diverse communities in AI development and actively work to identify and reduce bias in systems and outputs.
Evaluation and Continuous Improvement
Regularly evaluate AI systems with interdisciplinary teams and adjust based on feedback and emerging best practices.
Mitigating Dual Use and Misuse Risks
Assess potential misuse scenarios and advocate for safeguards that prioritize client dignity over surveillance or exclusion.
AI within Client Outcomes
Document whether AI enhances your clients' progress and make modifications when meaningful outcomes aren't achieved.
AI Literacy and Training
Seek training and mentorship to build competence in AI's capabilities, limitations, and ethical implications for your practice.
AI in Behavior Analytic Research
Obtain proper consent, protect data privacy, and be transparent about all AI usage in your research.
Who Are These Guidelines For?
For behavior analysts, practitioners, researchers, developers, and organizations pursuing ethical AI in ABA.
Contact Us
We welcome your questions, feedback, and collaboration opportunities. Reach out to us to learn more about our work or get involved with the AI Consortium for ABA.