Lexsi Labs drives Aligned and Safe AI Frontier Research. Our goal is to build AI systems that are transparent, reliable, and value-aligned, combining interpretability, alignment, and governance to enable trustworthy intelligence at scale.
- Aligned & Safe AI: Frameworks for self-monitoring, interpretable, and alignment-aware systems.
- Explainability & Alignment: Faithful, architecture-agnostic interpretability and value-aligned optimization across tabular, vision, and language models.
- Safe Behaviour Control: Techniques for fine-tuning, pruning, and behavioural steering in large models.
- Risk & Governance: Continuous monitoring, drift detection, and fairness auditing for responsible deployment.
- Tabular & LLM Research: Foundational work on tabular intelligence, in-context learning, and interpretable large language models.