What does it mean: „can make conclusions“?

Example: Assume you have a chemicals inventory database. PARAMUS can query, if (1) for a given reaction (2) enough chemicals are available and → conclude the result, without any programming. PARAMUS decides to look up in the inventory for ‚do we have … ?‘ to give a answer.

Here you can see that some chemicals are not available. This is a conclusion from the knowledge of the classic Aspirin synthesis together with the query of the inventory. See also that the original question was just about the solvents, but PARAMUS „decided“ to list all main educts.

What are ‚thoughts‘ ?

On the right panel the internal considerations during work for a questions are listed, see this example, the molweights of the functional groups of Aspirin:

Here you see the thoughts, the ‚internal steps‘ and some interim results:

Thoughts are temporary and not stored. They help to see that PARAMUS is well balanced. By the way: in the listing above you see that xAI ‚Grok‘ is in the role of the supervisor, with a temperature ~0.3. You also see that the history of the chat is preserved, PARAMUS already knows that there were three results in the previous answer. And you see how many [seconds] each step takes.