Research · Preprint · Zenodo

Frozen Metric Attention and NESS Reset

Matthew Scott Gibson / Matt Gibson · ORCID: 0009-0001-4167-201X · Matthew Scott Gibson / Matt Gibson

Cite
Concept DOI (stable cite): 10.5281/zenodo.22036445
Version DOI: 10.5281/zenodo.22036446
Zenodo version: zenodo.org/records/22036446
PDF (this site): frozen-metric-attention.pdf · frozen-metric-attention.md
Frozen metric G in attention softmax Q G K transpose; Shannon codebook versus Landauer NESS reset
Fig. 1 — G is frozen and non-trivial. Shannon (legal codewords) is not Landauer (paid reset). Toy SIM null is logged.

Distinct from the Hugging Face FrozenG LoRA adapter. This page is the Zenodo preprint cite; that card is the hybrid adapter software artifact.

Related: Zero-GEMM · Metric Tensor Folding · dossiers (Shannon ≠ Landauer): /registers · ORCID