RESEARCH / AREAS

Work across the stack.

Research areas are a map into the catalogue—not empty topic labels. Start with a line of work and follow it to the paper, artifact, or open question.

Data acquisition tools

Web, document, transcript, and paper acquisition with the evidence path attached.

Guarded decisions, program search, causal estimation, and explicit refusal boundaries.

Retrieval, lifecycle operations, structured memory benchmarks, and the boundary between evidence and answer.

HTML, Markdown, PDF, WARC, browser, asset, SERP, tabular, and monitoring paths with their own contracts.