Beyond the Paper: Why Research Artifacts Should Be Science's Basic Unit
valis2400 · reddit · 2026-09-21
A long-form essay arguing that the basic unit of science should shift from the paper to the "research artifact".
- Modern results actually comprise code, datasets, simulations, proofs, model weights, lab records and computational environments; the paper is just the visible surface, with autonomous research agents soon adding more.
- Artifacts would package claims with their provenance—data, code, assumptions, dependencies, signatures, timestamps and verification records—and connect into verified knowledge graphs whose nodes carry states like independently reproduced, formally verified, disputed, or superseded.
- The author envisions adversarial research systems where one agent produces results and others attempt reproduction, hunt counterexamples, and update verification records.
- Infrastructure could be federated: local researcher artifacts, institutional university repositories, and national repositories interoperating via shared cryptographic protocols—a Global Research Verification Network with no central arbiter of truth.
- Caveat: these graphs will be machine-native long before they become human-intuitive.
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