AI Papers to Read in 2025
Author(s): Ygor Serpa Originally published on Towards AI. Photo by Susan Q Yin on Unsplash Today, I return to Medium with my series of AI paper recommendations. My long-term followers might recall the four previous editions ([1], [2], [3], and [4]). I’ve …
Linear Transformation vs. Change of Basis (Deep Dive)
Author(s): Irene Markelic, PhD Originally published on Towards AI. Mastering the Math Behind AI, Machine Learning and Data Science Linear transformations and Change of Basis are deceptively simple concepts that tempt us to rush over them quickly. However, mastering the duality between …
Agentic AI in the Cloud: Comparing AWS, Azure, and GCP for Production-Ready Agent Systems
Author(s): Kyle knudson Originally published on Towards AI. Agentic AI in the Cloud: Comparing AWS, Azure, and GCP for Production-Ready Agent Systems Agentic AI is moving from flashy demos to real production workloads: support bots that triage incidents, “copilot” tools for data …
Deploying Agentic AI on GCP: A Deep Dive Into Building Data-Native, Scalable Intelligent Agents on Google Cloud
Author(s): Kyle knudson Originally published on Towards AI. Deploying Agentic AI on GCP: Building Data-Native Intelligent Agents If we look at the cloud landscape today, the distinctions are becoming clear. If AWS is the infrastructure powerhouse and Azure is the hub for …
Deploying Agentic AI on Azure: An Overview of Building Enterprise-Ready Intelligent Agents
Author(s): Kyle knudson Originally published on Towards AI. Building Enterprise-Ready Intelligent Agents on Azure: A Practical Guide Agentic AI is quickly evolving from a buzzword into a core enterprise capability. We are moving past simple chatbots that just summarize text; today, we …
Understanding L1 and L2 Regularization in Machine Learning
Author(s): VARUN MISHRA Originally published on Towards AI. Understanding L1 and L2 Regularization in Machine Learning Regularization is a fundamental technique in machine learning used to prevent overfitting, improve model generalization, and ensure that models perform well on unseen data. Two of …
Why making Bigger LLMs Won’t Lead to AGI And What We’re Missing
Author(s): Sayan Chowdhury Originally published on Towards AI. Why making Bigger LLMs Won’t Lead to AGI And What We’re Missing Every few months, a new AI model is released that feels smarter, faster, and more capable than the last. Chatbots can write …
MCP Servers That Are Actually Useful
Author(s): Kushal Banda Originally published on Towards AI. Let’s explore Model Context Protocol (MCP) a powerful way to connect tools, data, and models. MCP lets you run servers that expose capabilities like search, file operations, or custom APIs, and make them instantly …
Why 73% of AI Agents Are Vulnerable to This “Invisible” Attack
Author(s): Adham Khaled Originally published on Towards AI. From Google Antigravity to Claude: How Indirect Prompt Injection turns helpful bots into data thieves. On November 18, Google launched Antigravity, a revolutionary “Agent-First IDE” designed to compete with tools like Cursor and Windsurf. …
Why the Future of GPU Architectures Will Redefine AI Strategy for Every Company
Author(s): Igor Voronin Originally published on Towards AI. Over the last few years, AI has moved faster than anyone expected. And the next chapter of AI isn’t being written in model papers or research labs. It’s being written inside the hardware that …
Vibe Coding: The Wild New Way AI Lets You Code With Plain English (No Syntax, No Typing)
Author(s): Aditya Srivastav Originally published on Towards AI. A few months ago, I watched a friend — non-tech, non-developer, barely comfortable with HTML — build a working dashboard without typing a single line of code. He didn’t Google anything. He didn’t touch …
Understanding What Really Happens Behind AI Hallucination: Insights into Causes and Mechanisms
Author(s): Asjad Abrar Originally published on Towards AI. Understanding What Really Happens Behind AI Hallucination: Insights into Causes and Mechanisms Perpetuating one and the same phenomenon that is AI hallucinations, the fast-moving world of artificial intelligence keeps the debate on its nature …
How to pass the AI-900 Azure AI Fundamentals in one day
Author(s): Laura Verghote Originally published on Towards AI. A practical step-by-step guide with study tips, resources, and exam insights that actually work Passing the AI 900 Microsoft Azure AI Fundamentals exam in a single day might sound bold, but if you already …
I Let an AI Take Over My Downloads Folder… and It Actually Worked
Author(s): Manash Pratim Originally published on Towards AI. A tiny local language model now organizes my files in real time for free, offline, and with zero rules. My Downloads folder used to feel like a crime scene. iMAGE GENERATED USING AIThe article …
I Built a Tool That Turns 1-Hour YouTube Tutorials into 2-Minute “Code-Only” Memos
Author(s): Manash Pratim Originally published on Towards AI. Stop watching 20 minutes of “Hey guys, welcome back!” just to find one function. I have a confession. Image generated using AIThe article discusses the author’s development of a tool that efficiently extracts code …
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