WORKSHOP ANALYSIS REPORT
2nd International Workshop on Mobile Cognitive-Augmenting and Cognition-Altering Technologies (CAT) in Human-Centered AI
The quest for enhanced cognition is still a driving force behind human advancement. Following the success of the first installment of the mobiCHAI workshop in 2024, mobiCHAI2 will continue to explore the intersection of Mobile Cognition-Altering Technologies (CAT) and Human-Centered AI (HCAI), focusing on their potential to augment and modify human cognition in real-world applications. Building upon previous discussions, this workshop aims to bridge insights from cognitive science, AI, and human-computer interaction (HCI) to address key challenges and opportunities in developing trustworthy, effective, and ethical AI-driven cognitive augmentation tools.
Figure 1: AI's view on the Workshop topic (image generated by Dalle based on the Workshop's topics)
Executive Summary: Key Workshop Takeaways
The 2nd International Workshop on Mobile Cognitive-Augmenting and Cognition-Altering Technologies (CAT) in Human-Centered AI (HCAI) delves into the critical intersection of cutting-edge AI and human cognition. It aims to foster interdisciplinary collaboration to develop ethical, effective, and socially acceptable AI-driven tools that enhance human capabilities across diverse fields like education, healthcare, and productivity, without compromising autonomy.
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Key Research Areas
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Interdisciplinary Organizers
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Anticipated Attendee Engagement
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Critical Challenges Addressed
Deep Analysis & Enterprise Applications
Select a topic to dive deeper, then explore the specific findings from the research, rebuilt as interactive, enterprise-focused modules.
Sensing & Tracking
Modeling & Simulation
AI Methods
Healthy Living
Interactive Methods
Ethics & Societal
Sensing and Tracking Cognition
This topic explores the use of ubiquitous sensing and physiological monitoring for cognitive state detection. It involves non-intrusive tracking of cognitive load and emotional states, and integrating multi-modal data (video, sound, textual descriptions) to accurately model cognition.
Modeling and simulating cognition
This area focuses on methods such as machine learning and generative AI to model cognitive processes. Key questions include simulating users in tasks and design processes, and helping CAT builders design systems with accurate approximations of human behavior.
AI Methods for Cognitive Alteration and Cognitive Augmentation
This section investigates how new CATs can alter or augment human cognition. Participants are invited to submit proposals for innovative applications that affect cognitive functions or provide users with new cognitive capabilities across business, education, healthcare, and fitness sectors.
Promoting healthy living using CAT
This topic specifically focuses on leveraging Cognitive-Augmenting Technologies (CAT) to promote healthy lifestyles. It explores how these technologies can be applied to foster well-being and improved health outcomes.
Interactive Methods in CAT
This includes AI-mediated interventions for habit formation and behavioral change, techniques for AI-supported decision-making and problem-solving, and cognitive scaffolding via wearable and mobile AI assistants.
Ethics and Societal Implications
This critical topic covers privacy and ethical concerns in AI-driven cognitive enhancement, balancing augmentation and human autonomy, and responsible design principles for cognitive AI systems, ensuring socially acceptable digitization.
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Risk Level for Ethical Concerns in AI-driven Cognitive Augmentation
Workshop Day Overview
Welcome
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Keynote
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1st Presentations
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Coffee Break
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1st Break-out
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Lunch Break
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Insights
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2nd Presentations
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Coffee Break
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2nd Break-outs
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Discussion
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Closing
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Impact in Real-World Applications
The workshop highlights the potential of Mobile Cognition-Altering Technologies (CAT) and Human-Centered AI (HCAI) to significantly enhance human capabilities across various fields. From education to healthcare and productivity, AI-driven tools are being developed to augment, rather than replace, human cognitive abilities. Examples include AI-mediated interventions for habit formation, decision-making support, and cognitive scaffolding, emphasizing a responsible and socially acceptable digitization.
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Implementation Roadmap: Workshop Phases & Outcomes
The workshop follows a structured approach to foster collaboration and generate actionable insights, leading to tangible outcomes for the human-centered AI community.
Pre-Workshop Preparation
Organizers set up the workshop website, invite accepted authors to prepare one-pagers, and select submissions for demo presentations. This phase ensures a well-prepared and diverse participation.
Welcome & Keynote Session
The workshop begins with a welcome and introduction, followed by a keynote presentation. This sets the stage and provides foundational insights for the day's discussions.
Breakout Sessions & Discussions
Participants engage in smaller working groups to address specific subtopics, identify key research priorities for CAT, and discuss challenges and opportunities of AI for CAT in proposed scenarios (cognitive healthcare, work, education).
Demo/Poster Session & Networking
The workshop concludes with a session where participants demonstrate accepted submissions, present outcomes from breakout sessions, and engage in networking to foster new collaborations across research areas.
Post-Workshop Follow-up & Publication
Results are summarized and published on the workshop website. Participants are encouraged to revise and expand their work. A major goal is to publish a special issue in a scientific journal, compiling promising ideas into a "foundational report."
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