Research
One spine of research.
Shared embeddings, shared evals, shared safety. Each brand pulls from the same intelligence stack; the surfaces are brand-specific.
- 2026Credential-aware retrieval for cross-border hiringKarimi, A. · Zhang, S.Working paper · Astris Lab
- 2026Wearable + drone sensor fusion for sub-minute trail localizationLindqvist, M. · Wu, J.Preprint · TrailX
- 2026Bilingual RAG with low-resource Dari/English course materialsHabibi, N. · Karimi, A.Preprint · Alphaseekers
- 2025Zero-retention design patterns for compliant LLM productsZhang, S.Internal whitepaper
- 2025Why we picked edge-first streaming over centralized inferenceNexus ResearchEngineering blog
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