Alpha Insight

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PROJECT OVERVIEW

Making Prediction Markets Accessible

Charts show the what. AI Insight explains the why.

Prediction markets have a steep learning curve. Volatile probability charts often leave everyday users feeling lost. AI Insight is a context-aware assistant that reduces cognitive load by turning complex news, historical data, and market positioning into clear, actionable insights—exactly when users need them most.

PROJECT OVERVIEW

Making Prediction Markets Accessible

Charts show the what. AI Insight explains the why.

Prediction markets have a steep learning curve. Volatile probability charts often leave everyday users feeling lost. AI Insight is a context-aware assistant that reduces cognitive load by turning complex news, historical data, and market positioning into clear, actionable insights—exactly when users need them most.

THE SOLUTIONS

Step 1: The TL;DR

Translating raw probabilities into readable narratives.

The default view acts as a cognitive bridge.

By presenting an AI-generated summary alongside the implied probability, it saves users from context-switching and deciphering raw charts.

This immediate snapshot helps users grasp the overarching market sentiment in seconds, setting the stage for deeper exploration.

Step 2: Quantifying the Impact

Translating raw probabilities into readable narratives.

Market news is noisy.

Instead of a standard timeline, the AI quantifies how each event impacts the implied probability.

Color-coded indicators instantly reveal exactly which catalysts are driving the price action.

Step 3: Finding Precedents

Translating raw probabilities into readable narratives.

Market news is noisy.

Instead of a standard timeline, the AI quantifies how each event impacts the implied probability.

Color-coded indicators instantly reveal exactly which catalysts are driving the price action.

Want to dive deeper into my work? I’m currently available for new opportunities – let’s talk.

© 2026 Yuna Yang. All rights reserved.

Want to dive deeper into my work? I’m currently available for new opportunities – let’s talk.

© 2026 Yuna Yang. All rights reserved.

Want to dive deeper into my work? I’m currently available for new opportunities – let’s talk.

© 2026 Yuna Yang. All rights reserved.

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