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Numinous, the Bittensor Subnet 6 forecasting protocol, has launched a public Impact UI that maps equity exposure to macroeconomic and geopolitical factors tracked through prediction markets.
The team announced the release on X, saying the interface is built from Numinous' underlying causal graph and shows how changes in tracked events can propagate into stocks. The product is aimed at funds and other market participants that want to monitor how specific macro or geopolitical developments may affect equity positions.
The launch moves Numinous beyond subnet-level forecasting into a more concrete product surface. Instead of presenting forecasts only as isolated predictions, Impact UI packages them into an equity-risk workflow that resembles a factor model built around live event probabilities.
Impact UI builds on a familiar idea in quantitative finance, the factor model. Traditional factor models explain equity behavior through variables such as market beta, sector exposure, interest rates, inflation, currency moves, or style factors like value and momentum. Numinous is extending that framework with macro and geopolitical latent factors tied to prediction markets. For each equity in the interface, the UI shows exposure along those factors, allowing users to inspect which event categories may matter for a given stock.
Currently, the methodology is a a multi-step process. Numinous begins with classic quant factor modeling, adds macro and geopolitical latent factors, decomposes each factor into tractable components on prediction markets, and then uses a Numinous LLM forecaster to estimate the impact on a stock.
That approach links a causal graph for organizing relationships, prediction markets for event-based probabilities, and LLM forecasting agents that estimate how those events may affect equities.
In the underlying subnet, Numinous operates as an open-source forecasting agent competition. Miners submit forecasting agents that are evaluated by validators inside sandboxed environments with access to tools, data, and inference resources. The protocol aggregates agents into LLM forecasters, with validators executing and scoring agents in a lifecycle that runs from code submission through sandbox execution, resolution, and weight setting.
The current public release makes factors available across a restricted equity universe. Numinous said more advanced tools, including a portfolio tool, factor matrix, and supply-chain-focused factors, are available on request.
The team also teased more subnet-side work, saying more is coming to push agents to discover graph relationships.
The public interface is available at impact.numinouslabs.io/factors.
