platform/aiml/README.md

Elizabeth AIML Platform — Nova R&D (Soul + Mask + Fast‑Weights)

This repo contains the Elizabeth AIML platform codebase and the Nova R&D blueprint. The goal is a single lifelong agent with identity anchored in weights (Soul), safe real‑time plasticity (Mask ≤5%), and immediate stickiness via Fast‑Weights — with rigorous receipts, eval gates, and rollback.

Key locations:

• projects/elizabeth/blueprint/: R&D blueprint, ADRs, experiments, metrics, receipts.
• mlops/: gateway, tools, receipts, sync scripts.
• etl/: pipelines and data utilities.
• models/: model artifacts (do not commit large binaries to GitHub). Use Hugging Face for artifacts.

Sync policy:

• Code → GitHub adaptnova/e-zeropoint (private). Branches: main, develop.
• Artifacts → Hugging Face LevelUp2x/e-zeropoint (private). LFS for weights; publish via mlops/sync/publish_hf.sh.

Auth & secrets:

• GitHub: authenticated via gh CLI (see gh auth status).
• Hugging Face: set HUGGINGFACE_HUB_TOKEN in /data/adaptai/secrets/dataops/.env.

Receipts & Ops:

• Per‑turn receipts under projects/elizabeth/blueprint/13_receipts/ and Slack summaries if configured.
• See mlops/receipts/collect_receipt.py and mlops/slack/post_update.py.

Contribution:

• Python 3.10+, type hints on new functions, logging over print. Tests under etl/ with pytest.