Dual-Channel Rendering
An architectural pattern that completely separates AI-generated content from factual data: a data channel renders numeric values verbatim from data sources using ordinary code, while a commentary channel contains text written only by the model, ensuring the model cannot alter the numbers displayed on the page.
Timeline (last 90 days)
Stock Expert AI adopts a "dual-channel rendering" rule stipulating that the model is never allowed to generate any numbers, and all numbers are rendered as-is from the market data provider FMP.
In dual-channel rendering, the data channel fetches values from FMP and renders them with ordinary code, with no model involved between the provider response and the final pixels.
All Facts (2)
Stock Expert AI adopts a "dual-channel rendering" rule stipulating that the model is never allowed to generate any numbers, and all numbers are rendered as-is from the market data provider FMP.
50%UnverifiedIn dual-channel rendering, the data channel fetches values from FMP and renders them with ordinary code, with no model involved between the provider response and the final pixels.
50%