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Agentic AI Security: Risks We Can’t Ignore As agentic AI systems move from experimentation to real-world deployment, their attack surface expands rapidly. The visual highlights some of the most critical security vulnerabilities emerging in agent-based AI architectures—and why...

The Blueprint for Building Scalable Agentic AI Workflows Agentic AI is no longer about deploying a single powerful model. It’s about designing coordinated systems where multiple agents, data sources, and orchestration layers work together to deliver real business outcomes. A...

This is an excellent opportunity for someone who loves: 🔩 Designing advanced GPU cluster topologies (NVLink / NVSwitch, NIIXL, MIG, NCCL) ⚙️ Tuning LLM inference pipelines (FP8, INT4, KV‑cache, prefill/decode) across vLLM, Triton, and more 🧭 Leading long‑term architectural...

Small Language Models (SLMs): The Next Wave of Efficient AI As AI adoption scales, efficiency is becoming as critical as raw capability. This is where Small Language Models (SLMs) are emerging as a practical alternative to large, general-purpose LLMs. What Are SLMs? SLMs are...

Reposting this. Hands‑On Senior Specialty Engineering Manager – GenAI Platform Core Services + GPU Infrastructure I’m hiring a hands-on Generative AI Specialty Senior Engineering Manager to lead GenAI platform core services and GPU infrastructure across our hybrid cloud stack...

How GPT Works: The Architecture Behind Modern AI GPT (Generative Pre-trained Transformer) is built on the Transformer architecture, enabling machines to understand, generate, and reason with human language at scale. What GPT Is A deep learning model that learns linguistic...

🚀 TOON vs JSON: The Future of Data Formatting for LLMs 🚀 If you’re building AI applications, your API bills are probably climbing each month. Did you know you could be paying 30–60% more if you’re using JSON to structure your data? Meet TOON – Token-Oriented Object Notation A...

🇮🇳 India : A Frontrunner in the Global AI Revolution I recently watched an insightful session from the World Economic Forum at Davos, where Ashwini Vaishnaw shared a powerful perspective on India’s role in the AI landscape. While some may place India in a "second grouping" of...

Three Core Algorithms That Power Modern AI Modern AI systems are not driven by a single breakthrough, but by a combination of foundational algorithms—each solving a specific class of problems at scale. 1. Gradient Boosting — Master of Structured Data Designed for tabular and...