Hard instructions & chains
Long-context, multi-constraint, verifiable demonstration traces.
Adjacent capacity · Generative AI
Alignment and agent workflowsfor models beyond healthcare.
Beyond the medical expert standard, LumeSage supports hard SFT, expert RLHF, red teams and agent traces — as extension capacity, not a replacement for the medical narrative.
What we deliver
Expert preference & red team
Domain preferences, adversarial injection, safety repair data.
Agent evals & trajectories
Tool calls, failure taxonomy, replayable golden paths.
- LLM-RLHF expert pack
- Red-team & safety set
- Agent golden trajectories
- Alignment private eval