A synthesised, citation-backed answer
The value is not the paragraph. It is that every sentence resolves to a passage a
reader can open, that the internal notes sit beside the papers as first-class
evidence, and that where the sources disagree the answer says so instead of
averaging them.
Index built 2026-08-10T07:23:47. 1822 passages from 90 arXiv papers and 12 synthetic internal notes. Embeddings: Snowflake/snowflake-arctic-embed-s (ONNX int8, Apache-2.0), loaded from Demo 1. One embedding stack across both demonstrations. Demo 1 harness live model configured
Retrieval, extraction, every statistical test and the backlog are model-free. Only the synthesis paragraph on screen 2 uses a model, and it degrades to extraction.
Retrieval, extraction, every statistical test and the backlog are model-free. Only the synthesis paragraph on screen 2 uses a model, and it degrades to extraction.
model configured Retrieval and the citation checks are model-free. Only the synthesised paragraph needs a model, and without one the screen falls back to extraction and says so.
retrieving…