
While today’s generative models can craft compelling prose and stunning images, they operate without a genuine grasp of the world they describe, a limitation that positions Neural-Symbolic AI as a necessary and profound evolution in the quest for true intelligence. This review will explore the hybrid approach of this technology, examining its architecture, its performance characteristics, and the impact it










