Serverless Bulls and Bears: How One Developer Built a Real-Time Stock Analyst with Zero Infrastructure
TL;DR for operators A paper on a “real-time stock analyst” sounds, at first blush, like another attempt to place a crystal ball inside a chatbot and call it alpha. Fortunately, this one is more useful than that. Taniv Ashraf’s paper, A Serverless Architecture for Real-Time Stock Analysis using Large Language Models, is best read as a build-and-debug case study, not as evidence that Gemini can reliably predict stock prices.1 ...