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ai-predictor
Smarter future event forecasting using AI.
Ultimate AI Predictor is an interactive dashboard that transforms raw facts into precise probabilities. Instead of guesswork, our engine evaluates your evidence using advanced Bayesian inference mapped onto a dynamic mathematical curve. Simply define a target event, input changing real-world data points, and watch the system calculate the analytical certainty in real-time with clear AI justifications. Perfect for simulating future scenarios systematically.
Hey Product Hunt community! 👋
I built Ultimate AI Predictor to make logical forecasting highly visual and practical. Most prediction tools rely on plain guesswork or static lists, but I wanted to build something that models how real-world evidence alters probability.
How it works:
Under the hood, your evidence points are evaluated by Gemini and transformed into specific logical weights. The engine feeds these weights into a dynamic mathematical model that moves your predictions along an absolute S-curve (between 0% and 100%).
The Building Journey:
Developing this on a serverless Node/Express environment came with plenty of unique challenges—especially handling Vercel's relative path routing quirks for static assets and engineering an auto-rotation script to gracefully fall back and cycle through multiple API keys when hit with free-tier rate limits (429/403). I’ve also added an interactive canvas graph modal to help users visually trace where their event sits on the curve!
I’d love to hear your feedback, thoughts on the mathematical curve parameters, or any cool future event simulations you try running on the dashboard! 🚀
About ai-predictor on Product Hunt
“Smarter future event forecasting using AI.”
ai-predictor was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #15 on the daily leaderboard. Ultimate AI Predictor is an interactive dashboard that transforms raw facts into precise probabilities. Instead of guesswork, our engine evaluates your evidence using advanced Bayesian inference mapped onto a dynamic mathematical curve. Simply define a target event, input changing real-world data points, and watch the system calculate the analytical certainty in real-time with clear AI justifications. Perfect for simulating future scenarios systematically.
On the analytics side, ai-predictor competes within Web App, Analytics and Artificial Intelligence — topics that collectively have 765.7k followers on Product Hunt. The dashboard above tracks how ai-predictor performed against the three products that launched closest to it on the same day.
Who hunted ai-predictor?
ai-predictor was hunted by Vansh Gupta. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ai-predictor including community comment highlights and product details, visit the product overview.
Vansh Gupta