readme: doctrine v7 sync + canonical numbers (anchor 40→44)

readme: doctrine v7 sync + canonical numbers

fix(claims): resync Lean numbers to Agent C audit 2026-05-30 (Doctrine v7 §3+§10)

fix(claims): resync HF counts (27→26 spaces, 31→29 datasets) + doctrine v6→v7

docs(immaculate): Series-A immaculate pass — URL verification + canonical 27/31/2 + ORCID + doctrine v6

docs(canonical): update counts to 27/31/2 after Amaru + Λ-Gate migration (v7 §11)

docs(hf): R3 sweep — ecosystem-stage tag + Provenance section + Putnam 10/12 honest + cohesion footer (doctrine v6)

docs: Doctrine v6 Immaculate Upgrade v2 — 217 decls / 12 axioms / 5 sorries / 35 gates / kernel-green@7ef33a6 / RAE-1 merged / MCP live / Putnam 8.3%

chore: immaculate upgrade — add canonical tags, fix YAML front-matter, remove superlatives, downgrade SLSA L3→L1, update canonical numbers to 2026-05-30 (24/26/2/12/217/7/35/7/8.3%)

publish a11oy operational payload

prune stale a11oy payload files

feat(model-card): add YAML front matter, pipeline_tag, model-index, widget [visibility-layer-4]

sync: mirror szl-holdings/a11oy@b26e07b

sync: mirror szl-holdings/a11oy@3964e09

fix(docs): add UDS naming disclaimer (Defense Unicorns collision per AGPL fit audit)

publish a11oy operational payload

depth(cybersec/ml): PhD-grade additions — threat model + attacker view, evals methodology, compat matrix, honest SLSA disclosure

anthropic-feel: add animated SVG + source-anchored screenshot cross-references

Add Innovation Radar visualization cross-ref

Fix R3: add og_a11oy.png at top 2026-05-29

Add signature chart reference (innovation_matrix/theorem_density/uds_span_topology)

style(synthesis): apply Anthropic research voice + True Anomaly spec callouts — aligned to SZL canon

Series-A full graft: NVIDIA/Meta/Anthropic/Mistral/Google patterns applied

polish(hero): MiniCPM-style hero + highlights + comparison — aligned to SZL canon

[doctrine-enforcer-L] 10/10 SZL Style Canon v6 — OG image, verification receipt, cross-link table, 11+ tags

Style Watchdog N: fix D-03 add og_a11oy.png; D-04 fix stale artifact table links → SZLHOLDINGS/ canonical

Upload README.md with huggingface_hub

add Architecture section with arch_a11oy diagram

Polish B: PhD-grade README — 12 layer docs, receipt block, OG image, full cross-links, 15 tags

feat(github): add GitHub badges, Source on GitHub, and Zenodo bridge — doctrine v6

a11oy v19 substrate — 12 alignment innovations on Opus 4.8

initial commit