Human-Centered AI: Ensuring Human Control While Increasing Automation

Subscribers:
343,000
Published on ● Video Link: https://www.youtube.com/watch?v=arOzDH9uALM



Duration: 1:32:25
2,178 views
58


Speakers: Ben Shneiderman
Host: Mary Czerwinski

A new synthesis is emerging that integrates AI technologies with Human-Computer Interaction to produce Human-Centered AI (HCAI). Advocates of this new synthesis seek to amplify, augment, and enhance human abilities, so as to empower people, build their self-efficacy, support creativity, recognize responsibility, and promote social connections. Researchers, developers, business leaders, policy makers, and others are expanding the technology-centered scope of Artificial Intelligence (AI) to include Human-Centered AI (HCAI) ways of thinking. This expansion from an algorithm-focused view, which embraces a human-centered perspective, guides evaluation by usability testing, expert reviews, and user feedback strategies. These include user observation, incident reporting, audit trails, and surveys to assess trustworthiness. The talk will include examples, references to further work, and discussion time for questions. These ideas are drawn from Ben Shneiderman’s award-winning new book Human-Centered AI (Oxford University Press, 2022).

Further information at: https://hcil.umd.edu/human-centered-ai




Other Videos By Microsoft Research


2023-09-22End-to-End Encrypted Group Chats with MLS: Design, Implementation and Verification
2023-09-22Final intern talk: Improving Frechet Audio Distance for Generative Music Evaluation
2023-09-15Microsoft Research India - who we are.
2023-08-09Keypoint Detection for Measuring Body Size of Giraffes: Enhancing Accuracy and Precision
2023-08-04Scalable and Efficient AI: From Supercomputers to Smartphones
2023-07-18AI for Precision Health
2023-07-07Multilingual Evaluation of Generative AI (MEGA)
2023-07-07The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation...
2023-07-07Privacy-Preserving Domain Adaptation of Semantic Parsers
2023-05-30Microsoft’s Holoportation™ Communications Technology: Facilitating 3D Telemedicine
2023-05-05Human-Centered AI: Ensuring Human Control While Increasing Automation
2023-05-03Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time
2023-05-03AdHocProx: Sensing Mobile, Ad-Hoc Collaborative Device Formations using Dual Ultra-Wideband Radios
2023-05-01MARI Grand Seminar - Large Language Models and Low Resource Languages
2023-04-27Innovating through uncertainty: Getting super curious and combining disparate elements
2023-04-13WiDS Career Panel: Gabriela de Queiroz, Juliet Hougland (Netflix), and Samantha Sifleet
2023-03-24Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
2023-03-23Foundation models and the next era of AI
2023-02-24Behind the label: Glimpses of data labelling labours for AI
2023-02-17Art of doing disruptive research
2023-02-17Fighting the Global Social Media Infodemic: from Fake News to Harmful Content