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Resources & Media

Explore our latest videos, podcasts, press releases, and technical insights.

Videos & Podcasts

1 hr 8 min
Why You Can't Build Sovereign AI Alone
Podcast
Join David Keane (SCX.ai CEO), Akash Agarwal and Abhi Ingle (SambaNova) in an in-depth discussion on building Australia's sovereign AI infrastructure. This episode of Spark of Ages explores the strategic partnerships, technical challenges, and policy considerations required to establish a truly sovereign AI capability.

November 8, 2025

Listen on Spotify
Spark of Ages: Project Magpie & Sovereign AI
Spark of Ages: Project Magpie & Sovereign AI
Podcast
David Keane, CEO of Southern Cross AI (SCX.AI), shares how Australia is building sovereign AI through Project Magpie, a fine-tuned AI model designed for local culture, law, and context. David discusses trust, governance, energy-efficient AI infrastructure, and the future of agentic apps, voice agents, and multimodal AI.

November 2025

Listen on Spotify
SCX.ai Platform Launch
Introducing SCX.ai's sovereign AI infrastructure and next-generation platform capabilities.

October 20, 2025

Press Releases

SCX.ai Announces Breakthrough Results for MAGPiE, Australia's First Culturally Aligned Large Language Model
Project MAGPiE (Modern Australian Generative Processing Inference Engine) achieves 87.2% on SouthernCross-AussieQA-1k, setting a new standard for sovereign, culturally aligned AI.

December 2, 2025

SCX and SambaNova Launch Australia's First ASIC‑Powered Sovereign AI Cloud
Landmark partnership delivers onshore AI infrastructure that fuses sovereignty, efficiency, and sustainability to power national innovation.

October 23, 2025

SCX.ai Announces the Launch of Australia's Sovereign AI Company and National Platform
SouthernCrossAI Holdings Limited, also known as SCX.ai or SCX, has officially launched as Australia's sovereign AI platform company, designed to deliver high-throughput, low-latency AI inferencing with a strong emphasis on onshore data residency and governance.

October 21, 2025

Blog & Resources

Cost • Power • EfficiencyCostPowerEfficiency

Engineering Blog

Why AI Cost Is the New Bottleneck — And How Efficient Inference Changes What’s Possible
Inference cost—not training—becomes the limiting factor in production. Efficient inference improves unit economics and unlocks scale.

December 2, 2025

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TokensPackagingOutcomesBuy Outcomes, Not Tokens

Strategy Blog

From Tokens to Outcomes — How Enterprises Should Think About Buying AI in 2025
Tokens are the fuel, not the product. Outcomes come from packaged solutions, governance, and predictable unit economics.

December 3, 2025

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RAGAgentsTuningProduction Patterns

Engineering Blog

RAG, Agents, and Fine-Tuning — What Actually Works in Production (and What Doesn’t)
RAG, agents, and fine-tuning can work in production—if you build with measurement, constraints, and disciplined operations.

December 5, 2025

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BuildDeployPartnerThree Paths to Production AISecurity • Governance • Efficiency

Platform Guide

From API to Production: Enterprise AI with Predictable Economics
How SCX.ai delivers production-grade AI inference with security, governance, and efficiency—whether you're building custom solutions or deploying standard tools.

December 4, 2025

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Project MAGPiE

Technical Appendix

Project MAGPiE Multi-turn Reasoning Evaluation Research
Detailed evaluation of multi-turn reasoning capabilities using MMLU-Pro, SouthernCross-AussieQA-1k benchmark, and Australian localisation scoring.

November 29, 2025

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VaultRAG

Architecture Note

Onshore Knowledge Vaults and RAG for a Sovereign AI Factory
Designing tenant‑isolated knowledge vaults and RAG pipelines that keep Australian data onshore with provenance and audit.

November 6, 2025

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APRA • IRAP • Privacy Act

Governance Blog

Compliance and Data Residency for Australia's Sovereign AI Factory
Practical controls that align with APRA CPS 234, IRAP pathways and the Privacy Act while preserving developer velocity.

November 4, 2025

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Policy • Tooling • Locale

Engineering Blog

Enhanced AI Tokens for Australia: Architecture and Runtime
A lightweight layer that adds policy, tool and locale context to improve safety and task completion—without model changes.

November 1, 2025

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Function Registry • Schemas • Idempotency

Developer Guide

Tool Calling at Scale in a Sovereign AI Factory
Schemas, policies and audits for production‑grade tool calling with predictable latency and reliability.

October 28, 2025

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Liquid Cooling • Renewable Matching

Sovereign AI Factory

Energy & Cooling for AI Factories: Carbon‑Aligned Performance
Liquid cooling, renewable‑aligned scheduling and heat reuse strategies to lower cost‑per‑token in Australia.

October 25, 2025

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Optical Backbone • RoCE / InfiniBand

Sovereign AI Factory

Building Australia's Sovereign AI Factory: Network Backbone and Interconnects
Optical backbone with RoCE/InfiniBand, path diversity and sovereign routing for low‑latency, high‑throughput AI.

October 20, 2025

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AI in Financial ServicesRegulatory Framework

Discussion Paper

AI for Financial Services: Regulatory Considerations
Exploring the regulatory landscape for AI adoption in Australia's financial sector.

October 15, 2025

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Bank Compliance AutomationSovereign AI Implementation

Use Case

A Use Case for Sovereign AI: Reducing Compliance Costs for a Major Bank
Exploring how a major bank can leverage Sovereign AI to meet APRA standards.

October 10, 2025

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AustraliaUnited StatesCross-Border Data Access

Governance Blog

The US CLOUD Act: What it Means for Australian Data
Understanding the risks of storing sensitive data with foreign cloud providers.

October 8, 2025

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Healthcare AI InnovationPrivacy Protection Framework

Discussion Paper

AI in Healthcare: Balancing Innovation and Privacy
A look at the unique challenges and opportunities for AI in the Australian healthcare system.

October 5, 2025

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Government Security InfrastructureOnshore AI Protection Layers

Use Case

A Use Case for Onshore AI: Enhancing Security for Government Agencies
A look at how government agencies can enhance security with onshore AI.

October 2, 2025

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Fine-tuningPrompt EngineeringModelInstructionsCost Comparison Framework

Token Cost Comparison

Fine-tuning vs. Prompt Engineering: Cost Implications
Evaluating the cost-effectiveness of different approaches to customising large language models.

October 1, 2025

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Cost • Power • EfficiencyCostPowerEfficiency

Engineering Blog

Why AI Cost Is the New Bottleneck — And How Efficient Inference Changes What’s Possible
Inference cost—not training—becomes the limiting factor in production. Efficient inference improves unit economics and unlocks scale.

December 2, 2025

Read more
TokensPackagingOutcomesBuy Outcomes, Not Tokens

Strategy Blog

From Tokens to Outcomes — How Enterprises Should Think About Buying AI in 2025
Tokens are the fuel, not the product. Outcomes come from packaged solutions, governance, and predictable unit economics.

December 3, 2025

Read more
RAGAgentsTuningProduction Patterns

Engineering Blog

RAG, Agents, and Fine-Tuning — What Actually Works in Production (and What Doesn’t)
RAG, agents, and fine-tuning can work in production—if you build with measurement, constraints, and disciplined operations.

December 5, 2025

Read more
BuildDeployPartnerThree Paths to Production AISecurity • Governance • Efficiency

Platform Guide

From API to Production: Enterprise AI with Predictable Economics
How SCX.ai delivers production-grade AI inference with security, governance, and efficiency—whether you're building custom solutions or deploying standard tools.

December 4, 2025

Read more
ASICGPU70% Lower Power

Architecture Note

Next-Gen AI Inference: ASIC vs GPU Performance Analysis
Comprehensive comparison of custom silicon architectures for AI inference, showing 70% power reduction and 5× performance per watt.

November 3, 2025

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AI CloudDirect Power Integration

Technical Blog

Behind-the-Meter Power: Reducing AI Infrastructure Costs
How direct renewable energy integration and behind-the-meter power agreements cut inference costs by 60%.

October 30, 2025

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Throughput Over Time

Engineering Blog

Achieving 1,200+ Tokens/Sec: Optimising Inference Pipelines
Deep dive into our inference optimisation techniques that deliver consistent sub-100ms latency at scale.

October 22, 2025

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DocumentsInference

Case Study

Enterprise RAG at Scale: 10M Documents, 100ms Latency
How a Fortune 500 company deployed enterprise-wide RAG with our inference cloud, processing millions of queries daily.

October 18, 2025

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Cost Comparison

White Paper

The Economics of AI Infrastructure: TCO Analysis
Total cost of ownership comparison between traditional GPU infrastructure and next-gen ASIC solutions.

October 12, 2025

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Media Contacts

Investor Relations
ir@scx.ai

Note: Performance and timeline statements are indicative and subject to change. Non-public investor details will be announced separately. Figures and targets are based on internal assessments unless noted.

Southern Cross AI - Australia's Sovereign AI Infrastructure Provider