Evaluating LLMs Through a Federated, Scenario-Writing Approach

What do screenwriters, AI builders, researchers, and survivors of gender-based violence have in common? I’d argue they all imagine new, safe, compassionate, and empowering approaches to building understanding.

In partnership with Kwanele South Africa, I lead an interdisciplinary team, exploring this commonality in the context of evaluating large language models (LLMs) — more specifically, chatbots that provide legal and social assistance in a critical context. The outcomes of our engagement are a series of evaluation objectives and scenarios that …

africa building context gender imagine language language models large language large language models llms partnership researchers south africa team through understanding violence writing