ZKSeer Technical Whitepaper

Abstract#

ZKSeer is a specialized predictive intelligence system designed for short-horizon market flow forecasting. Unlike general-purpose large language models or generic time-series forecasters, ZKSeer employs a suite of custom-trained models optimized exclusively for candlestick dynamics, liquidity behavior, and short-term price action.

The system ingests public market data, reconstructs recent price history, generates forward projections (rendered as prediction candles), and outputs a complete prediction package: directional bias, target level, forecast range, invalidation threshold, and a transparent AI-generated explanation.

This paper outlines the system architecture, model design, data pipeline, prediction mechanics, and alignment with recent advances in financial AI research.

Contents#