Goal-Based Agents: Steering the Future of Agentic AI Beyond Industry Boundaries

Goal-Based Agents: Steering the Future of Agentic AI Beyond Industry Boundaries

Byuser

The relentless march of artificial intelligence continues to redefine the boundaries of what’s possible. Within this dynamic landscape, agentic AI stands out as a particularly compelling paradigm. Unlike traditional AI systems that passively execute pre-programmed instructions, agentic AI empowers systems to act autonomously, perceive their environment, and make decisions to achieve specific goals. At the…

Understanding Support Vector Machines (SVMs) in Depth

Understanding Support Vector Machines (SVMs) in Depth

ByKishore

Support Vector Machines (SVMs) are a powerful class of supervised algorithms used for both classification and regression tasks. In this blog post, we will delve into the intuition behind SVMs and their application in solving classification problems. Motivation To begin, let’s consider a simple classification task with well-separated classes. We’ll generate some synthetic data with…