Is SIREN still active?

[lonnietc]

Greetings and Happy New Year,

I find SIREN and it ideas extremely interesting over RAG and other approaches as I think the field evolution has great potential.

Is the research still going on to improve some of the areas as well:

Test Type	                             Success Rate	     Description
Temporal Distance	             100.00%	             Recall after numerous intervening messages
Information Interference	     87.50%	             Distinguishing similar but distinct information
Semantic Retrieval	             75.00%	             Recall based on semantic relationships rather than exact matches
Complex Reasoning	          25.00%	             Multi-hop reasoning across related information

Additionally, I find the "Symbolic Emergence Field Analysis (SEFA)" (https://github.com/severian42/Symbolic-Emergence-Field-Analysis) to be interesting as well and started to wonder if it could be integrated into SIREN to help the system search and find patterns during discussions. Maybe just a crazy thought, but seemed interesting.

Thanks and have a great day