Commit graph

2 commits

Author SHA1 Message Date
Shay
e1c0b5e758 feat(vocab): seed English manifold from GloVe embeddings via CGA lift
Implements the English Supervised Seeding Epoch (V1):
- language_packs/en_seeder.py: downloads GloVe-6B-50d, projects each
  token embedding through a CGA lift into Cl(4,1) via construction_seed_versor,
  validates the versor invariant, and registers the word in VocabManifold.
- scripts/run_pulse.py: replaces the mock 10-word hash vault with the
  live VocabManifold. Injection now uses TextProjectionHead.project()
  against the seeded vocab; vault_recall queries VocabManifold.nearest().
  Hash fallback retained for words absent from GloVe (OOV tagged fallback).

The CGA lift preserves semantic neighbourhood: words close in GloVe
cosine space map to versors that are geometrically proximate in Cl(4,1)
inner product space, so nearest() returns semantically coherent results
rather than hash-proximity artefacts."
2026-05-15 16:16:27 -07:00
Shay
b61e79353a feat: manifold field topology, graph diffusion operator, vertical pulse
Add ManifoldState (N,32) versor field over graph edges, GraphDiffusionOperator
with damped convergence via construction_seed_versor closure, deterministic
hash-to-versor stub, and run_pulse.py end-to-end script proving injection →
propagation → vault recall → token output. 24 new tests, zero regressions
on architectural invariants.
2026-05-15 16:02:48 -07:00