We discuss how we see Penrose AI being used in academic publishing settings. We’re very excited to share these ideas with you. We hope they inspire you to learn more about Penrose and how it will save textbook publishers both time and money.
The Case for AI- Augmented Assessment Creation
For decades, building test banks and rejoinders has been a slow grind, one that eats up hundreds of hours as experts write, editors revise, and teams shuffle drafts back and forth. It’s work that demands precision and care, but it’s also repetitive, expensive, and hard to scale when deadlines loom or standards shift.
Extanto: AI Assisted Assessment Creation in Higher Education
Extanto has launched a new service designed to reshape how textbook publishers create test bank materials for higher education. This offering blends expert-led prompt engineering with advanced generative AI to produce assessment content that is pedagogically sound, intellectually rigorous, and customized to the instructional priorities of each client.
How AI Is Reshaping White-Collar Professions
What began as simple automation is turning into a full-scale reimagining of how professionals deliver their work, with specific tools and platforms redefining the pace, accuracy, and economics of these fields.
Domain Expertise: Updating the Discussion
Over the past year, human-AI collaboration has evolved quite a bit. The conversation has shifted from a simple dichotomy—human versus machine—to a more sophisticated model where humans and AI work together in increasingly complex and dynamic ways.
Proposed AI with Textmetrics Functionality: A Thought Experiment
By embedding Textmetrics’ capabilities within an AI infrastructure, AI programmers can address critical gaps in bias mitigation, regulatory compliance, and dynamic content oversight while enhancing the AI’s transparency and accountability.