February 2026

Author(s): Anand Panchal Originally published on Towards AI. A 30-day experiment with GitHub Copilot, Cursor, and Claude Code Well, not literally — but I challenged myself to build a complete full-stack application using only AI coding assistants: GitHub Copilot, Cursor, and Claude Code. No Stack Overflow. No writing functions from scratch. Just prompts, reviews, and debugging AI-generated code. The result? A working SaaS product in 2 weeks. But the journey exposed some uncomfortable truths about where AI helps […]

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Author(s): Niraj Kumar Originally published on Towards AI. Image by Author Section 1: Technical & Hands-On (ML/AI & MLOps) These questions test your foundational knowledge of MLOps, regardless of the cloud platform. 1. Describe the most complex ML project you’ve taken from R&D to production. What was your role in each stage? Answer: The most complex project I led was a real-time fraud detection system for a financial institution. In the R&D phase, I collaborated with data scientists […]

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Author(s): Ampatishan Sivalingam Originally published on Towards AI. How AI navigates invisible dimensions to understand reality, and why you should care Every time you prompt an AI to create a “cyberpunk cat playing jazz,” you are navigating a multi-dimensional map you cannot see. Latent Space: The Most Important Place That Doesn’t ExistThis article delves into the concept of latent space, a pivotal but often overlooked aspect of AI technology. It explores how AI systems utilize this “invisible map” […]

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Author(s): Ananya Originally published on Towards AI. Q1. Find the total number of orders placed by a customer (101) in a day. Table: Order_Details cust_id | order_id | order_date Code: select date_trunc(‘day’, order_date) as day, cust_id as customers count(distinct order_id) as orders from Order_Details where cust_id = 101 group by 1 Q2. Find the Monthly Cart Conversion Rate for a store with store code ‘APJ’ Event can be add_to_cart or checkout — item is added to cart and […]

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Read Online | Sign Up | Advertise Good morning, {{ first_name | AI enthusiasts }}. AI music generators have already been producing tracks good enough to fool casual listeners — but you had to know where to find them. But with Google’s integration of its new Lyria 3 model directly into Gemini, AI music creation just became accessible to one of the largest consumer AI audiences on earth. P.S. We love to see all the different ways our […]

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Author(s): Shreyash Shukla Originally published on Towards AI. Image Source: Google Gemini The “Context Window” Economy In the world of Large Language Models (LLMs), attention is a finite currency. While context windows are expanding, the “Lost in the Middle” phenomenon remains a persistent architectural challenge. Research from Stanford University demonstrates that as the amount of retrieved context grows, the model’s ability to accurately extract specific constraints significantly degrades [Lost in the Middle: How Language Models Use Long Contexts]. […]

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