docs: add Try InvariantOne cross-links to Demo Space and GitHub

docs: add library_name: invariantone and clarify from_pretrained alias in quickstart

docs: add library_name: invariantone and clarify from_pretrained alias in quickstart

docs: qualify real arithmetic equivariance, fix tau* formatting, and bump quickstart to 1.0.2

docs: qualify real arithmetic equivariance, fix tau* formatting, and bump quickstart to 1.0.2

docs: add copy-paste quickstart, fix scoring formula, narrow opening claims, update paths, and clarify equivariance

docs: remove (Frozen Release) label from model card metadata

docs: clean up governance section to release status and update Nop=16 operating point wording

docs: update DirectComparativeHead exact architecture and parameter breakdown

docs: remove Executive from Section 1 heading

docs: convert LaTeX syntax to clean Unicode for Hugging Face Markdown rendering

docs: correct model card architecture specs and frontier discussion

release: InvariantOne v1.0.0 model assets

initial commit