RELEASE_SCOPE.md

Exact scope of this experimental distribution

Copyright 2026 Navneet Prabhakar. Apache License 2.0 applies to the original Laxmi code, documentation, metadata, four original model candidates and authored synthetic examples explicitly included in this distribution and enumerated by SHA256SUMS.

The included example is retained synthetic development evidence from the owned controller experiment. It includes representations of original controller methods, not downloaded corpus code. Model weights are the original experiment's inference-only exports. No third-party base-model weights, tokenizers, training corpora, optimizer state, private tests, credentials, native stores or operational archives are included.

The runtime closure consists of original Laxmi source files extracted byte-for-byte from the retained runtime wheel; source-lock fingerprints are preserved. The installed entry wrapper changes only Python compatibility checking from an exact compiler/build string to the Python 3.12 major/minor pair. The new package manifest identifies this wrapper and the selected source closure. Its numerical outputs must match retained reference forecasts in the declared installation check.

Dependencies such as PyTorch, NumPy, safetensors and jsonschema are referenced as installation requirements and are not bundled. Their licenses and copyright holders remain applicable; Laxmi does not claim their authorship. The source ZIP contains the package manifest, Python sources, required original configuration/schema, build files and Laxmi license/notice files.

Repository-wide datasets and other artifacts outside this distribution receive no new redistribution grant from this release. Scientific model qualification remains open despite publication. License selection and distribution permission do not establish model accuracy or independence of evaluation.

v0.1.1 extension

The evaluation/real-patch/ directory adds original Laxmi source, schema, documentation and a local wheel built from the source at commit 63cbecbad1bd8832d9c4fae65e4cfad27c57fa76. These authored files are included under Apache 2.0, with exact file bytes enumerated by SHA256SUMS. The component contains no third-party repository code, real-patch case inputs, oracles, learned weights, corpus, private operational data or credentials. The public six-case counts and one-case exact-baseline result are summaries of exposed development evidence, not a distributed benchmark dataset.

The existing four controller candidates, matching runtime artifacts and synthetic example bytes are unchanged from v0.1.0. The new OpenAPI file describes a possible private service; no HTTP service is deployed or licensed as a maintained public endpoint. The wheel's Linux install/validation receipt does not establish Linux exact execution. Dependencies remain external with their own terms.