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Pulsr’s AI agent operates on a modular pipeline:
  • Entity Extraction: Identifies markets/assets involved
  • Relevance Scoring: Determines whether a tweet should be processed
  • Sentiment Modeling: Classifies tone (bullish, bearish, neutral)
  • Impact Prediction: Scores the tweet’s likely influence on the market using a proprietary hybrid model based on market volatility data and backtested reactions
  • Summarization: Generates a concise, readable output for Twitter and the dashboard
All AI components are custom-integrated — this is not a ChatGPT wrapper. There’s no prompt/response model involved. Pulsr uses autonomous AI agents built for real-time decision-making. Training is ongoing — we feed the system new labeled news every day to improve accuracy and context awareness.