Deep Learning

3 articles

Scientists analyze a glowing holographic projection of a complex neural network, symbolizing the quest for explainable artificial intelligence.

What are Explainable AI Principles and Applications?

In May 2018, DARPA demonstrated initial prototypes for Explainable AI (XAI), aiming to make autonomous systems' decisions transparent for human oversight.

Arjun Mehta·May 12, 2026

A futuristic cityscape visualizing hybrid AI architecture with glowing neural networks integrated into advanced server systems, representing the future of AI.

What Is Hybrid AI Architecture for Neuromorphic Systems?

The dominance of Transformer architectures on GPU clusters has sparked an arms race of model scaling, leading to exorbitant computational costs and energy usage, according to Arxiv .

Arjun Mehta·May 12, 2026

Cinematic depiction of CycleGAN's image-to-image translation capabilities, showing a summer to winter scene transformation and a horse turning into a zebra.

CycleGAN: A Deep Dive into Generative Adversarial Networks

Without a single paired example, CycleGAN transforms a summer photo into a winter scene, or a horse into a zebra, by learning domain characteristics.

Arjun Mehta·May 10, 2026