"includes a vector embedding of a selection of key social and news media accounts or other information sources that have historically been difficult to encode until LLMs."

Not really. Sentiment analysis in social networks has been around for years. It's probably cheaper to by that analysis and feed it to LLMs than to have LLMs do it.