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REDDIT

Using LLM to assess news impact

K
Apr 25, 2026 · 06:22

Hi all,

So I have been gathering and creating synthetic data using a local ollama LLM setup based on news articles, where the LLM identifies how the news potentially could impact on supply chain sensitive companies, what sector liquidity is rotating into e.g.. It also finds relationships between companies and specific sentiment.

And now I want to see if this data has a signal that could be used in my swing trading.

How would you go about testing if this has a valid signal in it?

And how are you using news inputs today?

If any one would like the data set as well to see if you can find a signal, then I’ll be happy to share it :)