Claude Opus 4.7 vs GPT-5.4: Which Frontier Model Should Australian Organisations Bet On Right Now?

Claude Opus 4.7 vs GPT-5.4: Which Frontier Model Should Australian Organisations Bet On Right Now?

Every few months, the frontier model leaderboard shifts again. Anthropic’s Claude Opus 4.7 and OpenAI’s GPT-5.4 are the latest pair of heavyweights competing for enterprise budgets — and the decision is no longer just about benchmark scores. For Australian...
Detecting Backdoors in Open-Weight LLMs

Detecting Backdoors in Open-Weight LLMs

In this blog post Detecting Backdoors in Open-Weight LLMs Practical Steps for Teams we will walk through a pragmatic approach to finding hidden “sleeper” behaviours in open-weight language models before they reach production. Detecting Backdoors in Open-Weight LLMs...
What Are Weights in AI Models

What Are Weights in AI Models

In this blog post What Are Weights in AI Models and Why They Matter for Accuracy we will unpack what weights are, why they’re central to every prediction your model makes, and how to manage them well in production. At a high level, weights are the dials an AI model...