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Choose the human path for AI. John C Head III Dean Rick Locke on the future of work.

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Ideas Made to Matter

What is HaWC?

Short for health and well-being committee; a new form of participatory program that gives employees a chance to voice concerns and offer ideas for workplace improvement.

Jan 21, 2026
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Ideas Made to Matter

What is vibe analytics?

An approach to data analysis that lets decision makers engage directly with data through AI-powered conversation.

Jan 22, 2026
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Ideas Made to Matter

What is intelligent choice architecture?

A dynamic system that combines generative and predictive AI capabilities to create, refine, prioritize, and present choices with and for human decision makers.

Jan 23, 2026
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Ideas Made to Matter

What is inclusive innovation?

The expansion of participation in the innovation economy to underrepresented groups and those outside traditional centers of business development.

Jan 22, 2026
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Ideas Made to Matter

What is network mapping?

The visualization and analysis of relationships, influence patterns, and information flows within organizations or communities.

Jan 22, 2026
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Ideas Made to Matter

What is China + 1?

A business strategy in which companies diversify their supply base and reduce reliance on China by establishing operations in at least one other country.

Jan 23, 2026
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Ideas Made to Matter

What is China shock?

The rapid decline in American manufacturing that followed a surge of Chinese imports into the U.S. economy beginning in 2001.

Jan 23, 2026
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Ideas Made to Matter

What is BYOAI?

Employees’ use of unapproved, publicly accessible generative artificial intelligence tools for work-related tasks.

Jan 23, 2026
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Image of a human brain made out of colorful tubes kind of like pipe cleaners; is supposed to represent AI
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems|2024

Optimizing Decision-Maker’s Intrinsic Motivation for Effective Human-AI Decision-Making

In this paper, Buçinca discusses AI “systems that bolster decision-makers intrinsic motivation by supporting their competence and autonomy.”

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Press

Cyber risk in the boardroom: Why judgment matters more than numbers

Research scientist Ranjan Pal and co-author wrote: "Quantification helps prioritize resources, but

Jan 19, 2026
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