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Work undertaken to identify the many possibilities an invention might offer.

Programming AI agents to exhibit personality traits that complement human characteristics to improve collaboration outcomes.

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

A tactical business change that balances ease of implementation, risks, and benefits while stopping short of enterprise-wide evolution.

Cognitive and procedural speed bumps intentionally added to workflows to promote more responsible and successful use of generative AI.

The nonintuitive strengths and weaknesses of AI performance relative to human performance, and how it is changing over time.

Generative artificial intelligence that complements humans and augments their skills.

Biases or systemic exclusion of a soci­ety, as reflected in data sets.

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

Limiting the amount of power a computer system or data center can consume to optimize energy efficiency, prevent overheating, and ensure stable performance.