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5 min read

Technical

Large Concept Models (LCMs): A New Frontier Beyond Large Language Models (LLMs)

The race to build ever-larger language models has transformed AI. Yet, even GPT-scale systems remain anchored to a token-level view of text, generatin...

AILarge Concept ModelsLarge Language Models

23 min read

Compliance

Complying with Emerging AI Regulations in Australia's Legal Sector (2025)

Artificial intelligence (AI) is increasingly transforming legal practice – from automating document review to assisting in legal research – offering e...

Open SourceLLMsKubernetes

27 min read

Technical

Best Practices for Deploying Open-Source LLMs on Kubernetes with NVIDIA GPUs

Modern large language models (LLMs) can be self-hosted on Kubernetes clusters with NVIDIA GPUs to maintain control over data and cost. However, these...

Open SourceLLMsKubernetes

40 min read

Technical

vLLM and AIBrix: Open-Source LLM Inference on Kubernetes

vLLM is an open-source library and serving engine for large language model (LLM) inference, originally from UC Berkeley’s Sky Lab. It focuses on high-...

Open SourceLLMsKubernetes

26 min read

Technical

Deploying Open-Source LLMs on Kubernetes: A Comprehensive Guide

Deploying open-source large language models (LLMs) on Kubernetes involves careful planning around architecture, scaling, security, and tooling. This g...

Open SourceLLMsKubernetes

19 min read

Technical

Developments in Open-Source GenAI Inference on Kubernetes – February 2025

February 2025 saw significant open-source initiatives for generative AI on Kubernetes, driven by both grassroots communities and major tech contributo...

Open SourceGenAIInference

4 min read

Technical

Open Source Models Closing the Gap: A Performance Benchmark Overview

Open-source large language models (LLMs) have rapidly closed the performance gap with proprietary models, significantly reshaping the AI landscape. By...

Open SourceModelsPerformance

4 min read

Compliance

Navigating Mandatory AI Compliance for Australian Healthcare Startups and SMEs

Artificial intelligence (AI) is reshaping healthcare, enabling groundbreaking solutions from enhanced diagnostics to streamlined patient care. For Aus...

AIChatGPTGPT

5 min read

Technical

Mastering Prompt Engineering: Best Practices for 2025

Prompt engineering—crafting precise instructions for large language models (LLMs)—has quickly evolved from a niche technical skill to an essential bus...

AIClaudeSonnet

3 min read

Technical

Benchmarking GPT 4.5

ChatGPT 4.5, positioned as a significant mid-generation upgrade by OpenAI, demonstrates marked improvements in knowledge, reasoning, and emotional int...

AIChatGPTGPT

6 min read

Technical

Claude 3.7 Sonnet: A Technical Overview

In late 2025, Anthropic released Claude 3.7 Sonnet, an update geared toward handling large-scale coding tasks and more rigorous logical reasoning. Bel...

AIClaudeSonnet

5 min read

Compliance

Compliance Landscape for NSW-Based SMEs in Generative AI Healthcare

In this post, we’ll delve into the complex compliance landscape facing New South Wales–based SMEs that develop generative AI for healthcare. From fede...

Generative AIHealthcareSMEs

6 min read

Compliance

Generative AI in Australian Healthcare: Opportunities and Pitfalls for SMEs

Generative AI technology, especially large language models (LLMs), has gained serious traction among Australia’s healthcare-focused SMEs. From chatbot...

Generative AIHealthcareSMEs

47 min read

Compliance

Certifications for Generative AI in Healthcare: Compliance Pathways for SMEs in NSW, Australia

Generative AI is increasingly being explored in healthcare for tasks like summarizing clinical notes, assisting in medical imaging analysis, and even...

Generative AIHealthcareSMEs

44 min read

Compliance

Generative AI Compliance for Healthcare SMEs in Australia

Generative AI – algorithms that create content like text, images, or predictions – is rapidly being adopted by small and medium enterprises (SMEs) in...

Generative AIHealthcareSMEs