Literature corpus / Continuously updated
The reading
behind the question.
A literature corpus assembled and maintained by a local pipeline, organised around the seven questions that make up the Dependable AI Systems agenda. Metadata is collected from OpenAlex, arXiv and Crossref; each paper is read into a structured note before it appears here.
Where the evidence is thin
Seven questions,
unequal evidence.
Each question has its own corpus. The bar shows how much of it has been read into a structured note — the gap is the honest part.
Structured notes exist
GrowingWhat has actually
been read.
Only papers with a completed structured note appear below. Collected-but-unread papers are counted in the totals, not listed here.
Method & limits
A pipeline, not
a literature review.
Metadata comes from OpenAlex, arXiv and Crossref. A keyword gate removes obvious off-topic results. Each remaining paper is read by a local qwen3.5 model into a fixed schema that separates what the paper states from what the model infers.