📈 AI Deep Dive - Grok & Twitter/X: Harnessing Real-Time Sentiment at Internet Scale Grok 1.5, xAI’s conversational model, has one super-power other chatbots envy: a native fire-hose connection to Twitter/X. Every second, roughly 6 000 tweets fly across the network. Grok can ingest this torrent, parse the text, detect emojis, hashtags, memes, and quoted screenshots—and then surface aggregate human emotion in near real-time. This post explains how Grok taps social sentiment, why that matters for product teams, traders, and community managers, plus step-by-step prompts you can use today. 🔍 1. How Grok Reads the Twitter/X Fire-Hose Direct API feed — Grok runs inside Twitter’s infrastructure, giving it millisecond access to public tweets and engagement data. Real-time embeddings — Each tweet becomes a vector with sentiment (positive / negative / neutral), topic, and emotion signals. Rolling attention window — Grok keeps a sliding context of the past minutes or hou...
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