StocksBrewCan AI Sentiment
Predict Stock Prices?
A stateful AI system that analyzes news sentiment and tracks how well it predicts price movements. Get daily insights delivered to your inbox.
Analyzing news from leading financial sources
This experiment is free for everybody. If you want to support the project, you can buy me a coffee ☕
How It Works
Collect News Daily
Every day, the system fetches news articles about your selected stocks from major financial sources.
AI Analyzes Sentiment
Gemini AI reads the news and assigns a sentiment score (-1 to +1) based on potential stock price impact, using historical context from the past 5 days.
Track Predictions
The next day, we compare the sentiment prediction with actual price movement to measure accuracy.
Deliver Insights
Get a daily newsletter with AI-generated summaries and explore the performance dashboard to see how well sentiment predicts price.
Get Daily Updates
Subscribe to receive daily AI-generated summaries of your selected stocks in your inbox
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Why This Experiment?
Stateful AI System
Unlike typical AI, this system has memory—it considers the last 5 days of sentiment and price data when analyzing today's news.
Transparent Performance
Every prediction is tracked and measured. See exactly how well (or poorly) AI sentiment predicts price movements.
Open Experiment
This is a live experiment to understand if news sentiment has predictive power—and you can follow along in real-time.