Atharv Gyan

These questions cover a range of topics from basic concepts to advanced features to help you prepare for a Next.js (React-based, JavaScript) interview. 1. What is Next.js and why would you choose it over plain React? »  Answer:  Next.js is a React framework that enables functionality such as server-side rendering (SSR), static site generation (SSG), and built-in routing. It improves performance, SEO, and developer experience by providing opinionated defaults and a simplified configuration. Code Example: No code is needed for this conceptual question. 2. What are the different types of pre-rendering in Next.js? »  Answer:  Next.js supports two forms of pre-rendering: Static Generation (SSG): HTML is generated at build time. Server-side Rendering (SSR): HTML is generated on each request.  Code Example (SSG with getStaticProps ):  // pages/index.js export async function getStaticProps() {   const data = await fetch('https://api.example.com/dat...

Abstract Neurosymbolic AI represents a transformative approach in artificial intelligence research by uniting the powerful pattern recognition capabilities of deep learning with the clarity and logical structure of symbolic reasoning. This fusion promises to overcome the “black-box” limitations of conventional neural networks while enhancing interpretability, transparency, and decision‐making. In this article, we introduce neurosymbolic AI, trace its historical evolution, detail its key components, and explore its applications and challenges. By offering a clear, accessible explanation of this emerging field, we aim to provide readers with insights into how neurosymbolic systems can drive the next generation of explainable AI.  1. Introduction The landscape of artificial intelligence (AI) has evolved rapidly over the past few decades. Early approaches in AI predominantly relied on symbolic methods systems built on logic, rules, and human‑defined knowledge representations. In contr...