🎯 Activation Steering: The Zero-Training Revolution That’s Making AI Models Actually Listen
Author(s): MahendraMedapati Originally published on Towards AI. ⚡ Quick TL;DR Implementation Guide Imagine spending 10 months wrestling with an AI model that keeps making stuff up, only to discover a technique that fixes the problem in minutes — without any training. Sound …
Meet MCP: Why Every AI Tool Just Got Its USB-C Moment
Author(s): Deepshikha Chhaperia Originally published on Towards AI. Okay, real talk — how many chargers do you carry in your bag? Two? Three? Basically a mini electronics shop? Now imagine doing that same juggling act every time an AI wants to do …
Building an Employee Onboarding Chatbot with RAG, FastAPI, and AI
Author(s): Abinaya Subramaniam Originally published on Towards AI. Learn how to build a smart employee onboarding assistant using Retrieval-Augmented Generation (RAG), FastAPI, and LLMs. Step-by-step guide with code, vector embeddings, and conversation memory to create a context-aware AI chatbot for your company …
Master LangChain in 2025: From RAG to Tools (Complete Guide)
Author(s): Debasish Das Originally published on Towards AI. Langchain version 0.3 Models → Prompt →Output → Chain →Runnable →RAG → Documents Loaders → Text Splitter → Vector Store → Retriver → Creating Tools → Tools Calling → AI Agents I have provided …
Machine Learning for Beginners: A Simple Guide
Author(s): Noro Chalise Originally published on Towards AI. 1. Introduction to Machine Learning for Beginners Machine learning (ML) for beginners can be compared to teaching a child how to spot a ripe mango. Instead of memorizing rules like “yellow and soft means …
What Happened When a Team Trained a 70B Model in 48 Hours
Author(s): R. Thompson (PhD) Originally published on Towards AI. Bottlenecks we didn’t expect, the optimizations that mattered, and what teams should measure first. TL;DR Credit : AI Generated ImageTogether’s Instant GPU Clusters create a streamlined self-service workflow for provisioning GPU clusters needed …
Claude’s File Feature Is Brilliant… But Security Risks Could Shock You
Author(s): R. Thompson (PhD) Originally published on Towards AI. The trade-off every professional needs to weigh before trying it You’re juggling spreadsheets, PowerPoints, and a PDF that won’t copy over right. You want results fast, not to wrestle with formats at 2 …
Graph Databases for Cloud Security Posture Management (CSPM)
Author(s): Sai Bhargav Rallapalli Originally published on Towards AI. Cloud infrastructure is a dynamic, sprawling landscape. As organizations embrace multi-cloud and hybrid environments, managing security becomes a complex, multi-dimensional challenge. Traditional security tools often struggle to provide the context needed to understand …
Prototype-Based Models and The Growing Importance of Interpretable AI
Author(s): Shiska Raut Originally published on Towards AI. Photo by Nick Fewings on Unsplash Artificial Intelligence (AI) has transformed how we approach problems in science, industry, and everyday life. Deep learning models now power everything from medical image analysis to autonomous vehicles. …
4 Context Engineering Techniques to Create Powerful LLM Applications
Author(s): Eivind Kjosbakken Originally published on Towards AI. Improve your LLM 50% by optimizing its context Context engineering is a powerful concept you can utilize to increase the effectiveness of your LLM applications. In this article, I elaborate on context engineering techniques …
Recent Posts
