Articles by Rohit Gupta

Learn what System One Models are, how TypeSafe Jev enables structured AI decisions, and how they differ from LLMs for automation and AI workflows.

What is JEV in Generative AI, and how does it work? Learn how TypeSafe AI’s JEV decision model differs from LLMs and how it can power AI agents, automation, routing, scoring, and real-time workflows.

Learn what EIP-8141 is, what Frame Transactions do, and how they bring native account abstraction, flexible validation, gas sponsorship, batching, and new signature options to Ethereum.

Learn what GPT-5.6 Sol, Terra, and Luna are, how they compare in capability, speed, pricing, availability, and use cases, and how to choose the right OpenAI model for your workload.

Learn what a vertical AI agent is and how to build one for a real business workflow. See simple examples, architecture, setup steps, risks, fixes, and success metrics.

Learn what Playwright does for vibe coders and how to use it to test AI-written code, catch bugs, reduce guesswork, and build safer web apps

Discover what crucial contributions Indian researchers made to Generative AI and Large Language Models and how their work helped shape modern AI systems, multilingual models, and responsible AI research.

Learn what the Hilbert Curve is and how it helps Large Language Models (LLMs) organize, store, retrieve, and process high-dimensional data more efficiently. Explore its role in vector databases, embeddings, retrieval systems, and AI infrastructure.

Learn what Mixture-of-Experts (MoE) architecture is and how it helps large AI models scale efficiently. Explore how MoE works, its benefits, challenges, use cases, and implementation strategies.

Learn what India’s own AI server means, how AI servers work, why India needs sovereign AI infrastructure, and how Indian organizations can build and scale AI-ready data centers.

Learn what a Forward Deployed Engineer is, how the role works, key skills required, career paths, salary expectations, and how companies use Forward Deployed Engineers to deliver AI and software solutions.

Learn what ERC-7943 is and how the new Ethereum standard improves real-world asset (RWA) tokenization with better compliance, interoperability, identity checks, and institutional adoption.

Learn what harness engineering in AI means, how it works, and how businesses, developers, and beginners can use it to build safer, smarter, and more reliable AI systems.

Learn what long-horizon AI agents are, how they work, and how businesses and individuals can use them to automate complex tasks over time.

Learn what OpenAI Codex Goals are and how developers can use them to build long-running AI coding workflows with verification loops, persistent objectives, and autonomous task execution.

Learn what OpenUI is and how to use it to build streaming Generative UI apps with React, Next.js, and AI models. Step-by-step setup, architecture, examples, and best practices.

Learn what Codex Pet is, how it works inside OpenAI Codex, and how developers can use it to track AI coding tasks in real time. Discover features, use cases, benefits, risks, and the future of AI desktop companions.

Learn what a stablecoin sandwich is, how it works in cross-border payments, and why companies like Stripe, Visa, and Mastercard use this model for faster and cheaper global settlements.

Explains Polygon CDK’s privacy-focused Validium architecture and how institutions can build private, compliant blockchains with zero-knowledge proofs and Agglayer connectivity.

Learn what Hooks in Codex are and how to use them to automate AI coding workflows, validation, testing, formatting, and deployment tasks with practical examples.

Learn what Spec Kit is, how it works, and how AI-powered Specification-Driven Development helps developers build software faster with clearer requirements, better planning, and improved code quality.

Learn what AI-Powered Specification-Driven Development is and how it helps teams turn business requirements into working software faster, with fewer bugs, better documentation, and stronger collaboration.

Learn what Nemotron 3 Nano Omni is and how it works across text, image, audio, and video in one open NVIDIA model, with simple setup guidance, use cases, limits, and deployment tips.

Learn what AI procurement is and how to use it for spend analysis, supplier review, contract checks, invoice work, and risk control with a practical rollout plan.