I Applied Autoresearch to the Economy (www.primeforesight.ai)

A new AI-driven research project has been launched to enhance economic forecasting by automating the model-building process. This innovative system enables AI agents to continuously construct and refine models that analyze interactions within economic systems—specifically focusing on the AI buildout in tech. Initial results show the system outperformed market predictions from Polymarket and traditional analysts in forecasting revenue outcomes for major companies, showcasing its potential to provide more accurate economic predictions through advanced reasoning models. The significance of this initiative lies in its amalgamation of qualitative and quantitative data—integrated through an ontology layer that organizes diverse information sources, including articles, reports, and multimodal data like video. The forecasting process itself is robust, as it relies on historical data without any foresight of market prices, allowing the AI agents to evolve and enhance their predictive capabilities over time. By identifying gaps in the existing understanding of economic trends and adjusting their models accordingly, this pioneering approach aims to deepen insights into the complexities of technology, economy, and society, paving the way for a more nuanced understanding of industry and market dynamics.