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The Machine Speaks: Conversational AI and the Importance of Effort to Relationships of Meaning

The Machine Speaks: Conversational AI and the Importance of Effort to Relationships of Meaning

Of course, we will not, as the process removes effort, and little of importance has ever been learned without effort. Thinking ahead—and not necessarily too far ahead—it is possible to see how the temptation to let the machine speak might overspill our text-based conversations.

Anna Hartford, Dan J Stein

JMIR Ment Health 2024;11:e53203

Effort-Optimized Intervention Model: Framework for Building and Analyzing Digital Interventions That Require Minimal Effort for Health-Related Gains

Effort-Optimized Intervention Model: Framework for Building and Analyzing Digital Interventions That Require Minimal Effort for Health-Related Gains

Effort is physical, mental, or emotional exertion in an attempt to meet a goal. The effort exerted by an individual depends on the interplay between internal (eg, cognitive ability, motivation) and external (eg, social and environmental) facilitators and the barriers between an individual and their desired objective [1,2].

Amit Baumel, Frederick J Muench

J Med Internet Res 2021;23(3):e24905