Think Before You Talk: Thinking Like an Australian
A Sovereign Approach to Reasoning Alignment in Large Language Models
Project MAGPiE represents a breakthrough in AI localisation. Rather than forcing models to “sound” Australian through prompts, we've embedded Australian reasoning patterns, legal frameworks, and cultural context directly into the model's thinking process.
The Challenge with Current LLMs
Models trained on US-centric data and assumptions
Require massive system prompts (10,000+ tokens) to "act" Australian
Still reason with foreign legal and cultural frameworks
Brittle behavior and potential hallucinations
Reasoning aligned with Australian context from the ground up
No need for extensive prompting - thinks Australian by default
Native understanding of ASIC, APRA, Australian law
Consistent, auditable reasoning for compliance
“Anyone can prompt an LLM to mime an Australian, but it will continue to reason the way it was trained. We've changed how the model thinks, not just how it speaks.”
- SouthernCrossAI Research Team
Our Technical Innovation
Two-Tiered Fine-Tuning Architecture
We distill knowledge from Australian domain data including:
- •
Federal and state legislation
- •
ASIC/APRA regulatory documents
- •
Australian case law and precedents
- •
Local business practices and norms
Separately fine-tune output mapping for:
- •
Australian English spelling and idioms
- •
Local measurement units and formats
- •
Cultural references and context
- •
Professional communication norms
<think>
Explicit reasoning tokens that operate with Australian context embedded
Process
Evaluates options through Australian legal and cultural frameworks
</think>
Generates output naturally aligned with Australian expectations
Transformative Benefits
Perfect for Australian Organizations
Technical Specifications
Be Among the First to Experience True Australian AI
Project MAGPiE is now available for early access with select partners. Join the waitlist to be among the first to experience true Australian AI.
Limited Early Access Slots
Priority Support Included
Shape the Product Roadmap