Fix vectorization speed 800x improvement, fix deep cognition corruption

Add deep cognition layer, curriculum runner, evaluation probe, updated loop and benchmark

feat: audio ear, cognition modules, dream engine, vitalis IDE, test encoder

fix: gitignore, add uvicorn and fastapi to requirements

Add autonomous cognitive loop, generative output layer, restore VitalisKernel, fix mind.py

Fix bipolar encoding, add permutation temporal binding, add DreamEngine consolidator

[VITALIS] Cognitive benchmark — 5/5 mode accuracy, 19.27ms per cycle

[VITALIS] Complete README

Remove binaries, logs, caches, and build artifacts

Clean repo: remove binaries, logs, caches, and build artifacts

Sync GitHub with HuggingFace version

[VITALIS] Advanced systems — Dream Mode, Resonance, Semantic Diff, Temporal Memory

[VITALIS] Security audit passed — all systems clean

[VITALIS] Full FSI system — Tier 1-4 complete

[VITALIS] Full FSI system — Tier 1-4 complete

Fix import chain, add self-healing loop, add brain stubs, add model card

Update README.md

Initial clean commit: Source code only