5 citations · 20 across the 7 of their papers we have counts for
4 papers · 1 filter
Thinking Through Signs: PEEL as a Semiotic Scaffolding for Epistemically Accountable AI-Enabled Research
Clarisse de Souza, Gabriel Barbosa, Simone Diniz Junqueira Barbosa +3
Large language models are reshaping research practice while quietly eroding researchers epistemic accountability. This commentary introduces PEEL - Protocols for Epistemically Enga…
Human-AI Co-Creation Approach to Find Forever Chemicals Replacements
Juliana Jansen Ferreira, Vinícius Segura, Joana G. R. Souza +4
Generative models are a powerful tool in AI for material discovery. We are designing a software framework that supports a human-AI co-creation process to accelerate finding replace…
Designer-User Communication for XAI: An epistemological approach to discuss XAI design
Juliana Jansen Ferreira, Mateus Monteiro
Artificial Intelligence is becoming part of any technology we use nowadays. If the AI informs people's decisions, the explanation about AI's outcomes, results, and behavior becomes…
Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications
Rafael Brandão, Joel Carbonera, Clarisse de Souza +3
The presumed data owners' right to explanations brought about by the General Data Protection Regulation in Europe has shed light on the social challenges of explainable artificial…