ABA Inside Track Episode 296 - Artificial Intelligence and ABA w/ Dr. David Cox
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Dec 18, 2024 Dr. David Cox, an expert in deep learning and AI, discusses the fascinating integration of artificial intelligence into behavior analysis. He explores how AI can enhance clinical decision-making and therapeutic outcomes while navigating complex ethical considerations. The metaphor of AI as a chef crafting safe recipes captures the essence of ensuring transparency and informed consent. Cox also highlights AI's potential for optimizing scheduling in ABA practices, emphasizing the importance of ethical guidelines as these technologies evolve in the field.
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Defining AI
- AI is an umbrella term for human-created systems mimicking intelligence.
- These can range from narrow applications like image analysis to broader ones like text generation.
Generative vs. Discriminative AI
- Generative AI creates new content, while discriminative AI classifies data.
- Discriminative AI, like computer vision for automated data collection, holds greater promise for ABA.
Data Collection Challenges
- Robert Perry Cruz struggles to collect data while interacting with clients.
- He envisions AI automating data collection, freeing clinicians to focus on client interaction.