You should give some examples. The article does not explain in detail how this feature can be used.

For example, an investor researching regulatory risk could search for specific terms across recent 10-K filings within an industry, while another might filter 8-K filings to quickly review material events across multiple companies. The SEC Search Filter is flexible enough to support both quick checks and broader comparisons.

can you please give a more complex example that illustrates the force of this search? It sounds very promising, but needs more explanation of practical use.

1) The search engine privides a filing as a result of its work? Or it provides a text (an answer) as an outcome of its work in response to the user's query? It looks like it only gives a list of filings

2)Let's say the user needs to answer the question like "which one of the companies in the selected cohort of companies talks more or more precise about its capital allocation in its 10-K report lately"? Then is it only a filtration tool that can be used? Or there is more.

3) Will there be a AI mechanism connected to this search, that would use the selected 10-K reports and user's question of interest as an input to answer the question of the user?

Hi Mark,

Thank you for your thoughtful questions. I appreciate you taking the time to review the article and share this feedback.

1. The SEC Search Filter currently provides a list of relevant filings/results based on the search terms and filters selected. It does not generate a written answer to the user’s query. The purpose is to help users quickly narrow down the filings that are most relevant to their research, rather than manually opening and searching through many documents.
   
2. For a question like which companies discuss capital allocation more in their recent 10-K reports, the tool would currently work as a filtration and discovery tool. For example, a user could search “capital allocation,” select a cohort of companies, choose 10-K filings, and narrow the date range. The results would help the user identify which filings mention that topic and compare the disclosures more efficiently. However, it does not currently rank the quality or precision of each company’s discussion.
   
3. GuruFocus does have GuruAI that allow users to ask questions about certain companies. However, at this time, the AI is not connected to the SEC Search Filter in a way that would allow it to analyze selected 10-K reports and answer filing-specific questions. That is helpful feedback though, and I will share it with our team as we continue improving the feature.