Many people are feeling pressure to incorporate Generative AI into their workflows.

But the output of Large Language Models can be problematic, especially when it comes to distorted, inaccurate, and outdated language.

Worthwhile can help. We offer both consulting and workshops that give AI users a scientific framework they can leverage to identify and fix low-quality output before it goes out into the world.

Talk to us about AI language optimization.


Worthwhile also can provide a social science component for AI and NLP projects and for computational social science research. We partner with computational linguists and computer scientists to create project-specific ontological categories, develop theoretical frameworks, develop social simulation models, and provide analytics to establish ground truth test sets. In addition, we can provide data validation for gold standard data through social science methods such as interviews and surveys.

Dr. Wertheim has collaborated with computer scientists to develop online tools for training in cultural competencies, and has developed cultural and linguistic ontologies for AI-based characters teaching cross-cultural skills. Worthwhile has been a performer on multi-year federally funded research projects.

Read articles generated by collaborative projects on Dr. Wertheim’s academia.edu page.