pllm
Research

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 eligibility

Composition 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.

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