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Research
White papers from TuQuant Research.
In-depth papers on AI and model security, private LLMs and governing agentic AI.
Strategy
The TuQuant platform: how the product line fits
Ten TuQuant products share one set of foundations for governance, security, evaluation and deployment. This paper explains what each product is for and how they fit together.
October 14, 2026 · 8 min
Governance
Governing agentic AI in regulated US industries
Agentic AI does not arrive in a regulatory vacuum. This paper shows how existing US supervisory, privacy and authorization regimes apply, and how to design agents that fit within them.
October 9, 2026 · 9 min
Custom LLMs
Private and custom LLMs: a deployment playbook
A practical guide to taking a private or custom language model from decision to dependable production, inside an environment you control.
October 7, 2026 · 8 min
AI security
AI and model security: a reference architecture
A practical, layered architecture for securing models, data and agents across their lifecycle, using three public frameworks as a shared vocabulary for security, AI and risk teams.
October 2, 2026 · 9 min