Trustworthy decision-making via symbolic logic and neural networks

Combine symbolic logic with neural networks to ensure reliable and trustworthy decision-making in Neuro-Symbolic AI, explicitly addressing consistency and robustness of decisions.

Background

The review notes efforts to integrate neural flexibility with symbolic precision. The authors explicitly identify as open the challenge of combining symbolic logic and neural models to guarantee trustworthy decision-making.