Research Paper Deep-Read Companion

Walk me through this paper: {{title/abstract/paste}}. 1) Bibliographic core: field, research question, claimed contribution in one sentence; 2) motivation gap: what prior work couldn't do; 3) method: explain the pipeline in plain language with a diagram description (inputs → steps → outputs), and identify assumptions; 4) evaluation: datasets/metrics/baselines, key results tables interpreted (effect sizes, not just "significant"), limitations the authors admit vs ones they don't; 5) critique session: ask me Socratic questions on validity threats and what experiment would falsify the claim; 6) glossary of terms I couldn't explain to a peer; 7) how to cite and which 3 follow-up papers to search (canonical names/keywords only — no fabricated citations).