Research
Open, efficient, sovereign AI systems.
SCX Labs focuses on research artifacts that can be evaluated, deployed, and improved: adaptation frameworks, country-focused model families, benchmarks, and sustainability methods.
SCX ACE
A living playbook for model behavior. ACE turns training examples and failures into compact operational rules, gated by validation.
Opir
Open-source encoder guardrail models for fast, fine-grained safety decisions across prompts, responses, tools, and retrieved context.
SCX Router
A lightning-fast inference-time classifier that scores prompt requirements so applications can choose the right open-weight model for each request.
Australia 1k
A benchmark for evaluating whether models understand Australian norms, language, history, media, and institutions.
SCX MAGPiE
A sovereign LLM effort focused on Australian reasoning alignment rather than surface-level Australian phrasing.
Research areas