Research methods and composition
Turn a published method into a versioned component and a recorded plan change.
PLLM documentationView Markdown ↗
A new reimplementation follows distinct identities:
source record -> method semantics -> clean-room reference -> fidelity result
-> semantic component implementation -> typed composition/recipe
-> assurance + matched benchmark -> publication eligibilityComposition records exact source, method, component, implementation, model, numeric graph, roles, privacy contract, workload, and plan identities. Changed inputs create new lineage; evidence never transfers by name similarity.
Read the research workflow, paper catalog, and research backlog.