Interactive AI Research Papers

Research papers become demand‑side platforms: each paper ships with the code, datasets, and an AI‑driven 'lab director' that readers can query (e.g., “what if we tweaked X?”) to run variations and observe outcomes in real time. That turns static claims into explorable experiments and shifts reproducibility from passive replication to on‑the‑fly interrogation. — This reframes reproducibility, peer review, funding and institutional control by making experimental access and verification an interactive, platformized public good rather than a paper‑and‑supplement artifact.