literature-survey

A literature survey with verified inline citations is generated by searching multiple academic indexes, running a phased deep-dive workflow, and synthesizing findings into a Markdown report with direct hyperlinks. This process ensures every non-trivial claim is backed by a linked source.

Yes, you can map the state of the art by searching across arXiv, Semantic Scholar, OpenAlex, and Crossref. Searches are routed by venue family to improve coverage, synthesizing cross-family topics spanning AI/ML, computer architecture, and Nature-family science.

The best way to generate a related work section without citation errors is using a citation-safe writing workflow that enforces direct inline hyperlinks. It requires a full reading during the deep dive phase to ensure citation integrity before synthesis.

A systematic review workflow handles historical lineage tracing by supporting optional historical lineage tracking during the synthesis phase. It follows a disciplined 6-phase process from frontier search to final report, mapping the evolution of research topics.

Yes, the literature survey tool works for cross-family topics outside AI and ML. It is explicitly applicable to computer architecture and Nature-family science, routing searches by venue family to improve source coverage across different scientific domains.

To synthesize academic papers into a cited Markdown report, follow a 6-phase workflow: frontier search, survey, mandatory full-reading deep dive, code and artifacts mapping, synthesis, and final report generation with inline-linked narrative and gated outputs.