MAYAN_ALFA — Public Note for the 10B Summary Layer
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The 10B summary layer is the largest regular public benchmark checkpoint in the
MAYAN_ALFA public release family. It is designed to support transparent scaling
analysis, publication review, release QA and reproducible public documentation.

This layer should be described as a computational observation and benchmark
measurement layer. It records how MAYAN_ALFA and reference paths behave at the
10B scale in the documented P0.7 workflow. It should not be described as a
standalone mathematical proof, cryptographic claim or universal performance
guarantee.

For publication, the recommended language is:

  MAYAN_ALFA provides observed benchmark behavior and validation continuity up to
  the 10B public boundary, with results interpreted under documented hardware,
  software, compiler and workflow conditions.

The 10B public layer remains distinct from the controlled layer [CONTROLLED_SCALE_REDACTED] validation archive.
True [CONTROLLED_SCALE_REDACTED] validation data belong only to the [Controlled Archive] archive and must not be placed
inside public, Bronze or Silver packages unless a separate written license and
release decision explicitly allows it.

Recommended public use
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- Public release documentation
- GitHub public release packages
- Zenodo public archive packages
- Paper/public workpack references
- Public QA evidence
- Scaling charts and bounded benchmark discussion

Not included
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- Protected MAYAN_ALFA core C engine
- Internal heuristics
- Private Observation Registry internals
- True controlled layer [CONTROLLED_SCALE_REDACTED] validation archive data
- Unsupported claims beyond the measured benchmark context
