Paper to implementation plan
Translate a research paper into testable engineering work without overstating its claims.
Copy-ready prompt
Read [PAPER URL OR TEXT] and produce an implementation plan. Distinguish the paper's demonstrated claims from your inference. Extract the algorithm, required data, architecture, losses, training or inference settings, and evaluation protocol. Identify missing details that require assumptions. Propose the smallest mechanism reproduction first, then a faithful benchmark reproduction, with tests and success criteria for each.
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