Standard
No LLM, no AI key and no cloud provider. Best for reproducibility, CI and offline use.
ACCESSIBLE AI ARCHITECTURE
The scientific core does not depend on a language model.
AI is optional, provider-neutral and subordinate to deterministic or statistical outputs.
Local AI
A local model explains an existing result. Numeric grounding and input hashing are recorded.
BYOK
An optional provider-compatible endpoint uses a server-side environment secret.
Allowed
Explanation, documentation, retrieval over selected sources and clearly labeled hypothesis generation.
Not allowed
Changing measurements, overriding decisions, inventing citations or claiming medical or regulatory authority.