Technical
The Top 6 LLMOps Platforms in 2025: Ranked
- Why #1? Unmatched integration with OpenAI's premier models (GPT-4, ChatGPT), coupled with robust enterprise readiness (AAD, ISO 27001, HIPAA, GDPR)....
LLMOpsTechnicalRanking
Blog
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Technical
Google's Gemma 3: A Lightweight On-Device AI Model – Deep Dive
Gemma 3 is a family of decoder-only Transformer models (1B, 4B, 12B, 27B parameters) optimized for single-GPU or on-device usage. Global-local attenti...
GoogleGemma 3AI
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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