In this talk, we explore the ethical side of artificial intelligence (AI), focusing on biases found in large language models (LLMs). These technologies, while potent, tend to reflect societal prejudices. We will discuss who should be responsible for the outputs generated by these intelligent systems and the impact of such biases. We will also look… READ MORE
A key challenge in achieving a successful outcome with Microsoft 365 Copilot is the lack of proper built-in analytics for administrators to discover and understand Copilot usage trends across scenarios, roles, departments, and more on a detailed level. However, by cleverly combining the right Unified Audit Log events with Entra ID identity data in Power… READ MORE
Azure Open AI brings the GPT models we know and love right into your Apps and Automations. This session will show you the ins and outs of the Azure Open AI Rest API including advanced techniques like function calling and using images as output and input for the model. If you pair Azure Open AI… READ MORE
The HS2 railway construction project stands as a cornerstone of the United Kingdom’s infrastructure evolution, showcasing an ambitious leap in engineering and construction innovation. The scale of HS2 introduces a unique data challenge. Every mile of construction feeds into a massive repository of information, encompassing everything from ground surveys and compaction reports to intricate local… READ MORE
Microsoft Copilot and Microsoft Search are powerful tools that can help users find relevant information and insights across Microsoft 365. However, to get the most out of these features, organizations need to have a robust information architecture strategy that leverages the available Microsoft 365 content features. This session will cover how to optimize your information… READ MORE
The world is full of Copilots. While most of these are capable, few go as deep into technical work as Copilot for Security. In this session, we’ll examine how Copilot for Security works and how it can be leveraged for security analysis, incident response, and overall tenant security. We’ll also cover licensing and cost estimation.… READ MORE
Creating AI-based vision solutions can in some cases be a challenging task, requiring days of training time using complex neural networks with large image datasets on expensive GPUs. In other cases, solutions can be created by making a simple API to call Azure Cognitive Services such as Computer Vision and Custom Vision. Understanding the strengths… READ MORE
Microsoft Copilot for Microsoft 365 stands out for its inherent capabilities and highly flexible extensibility model. In this session, attendees will explore the fundamentals of Microsoft Copilot’s extensibility model covering techniques from no-code to pro-code. The session will provide an introduction of how to create custom Copilots with Microsoft Copilot Studio, how to create custom… READ MORE
WebAssembly (Wasm) is changing how AI models work on different platforms. Christian is exploring how Wasm lets us run AI in web browsers, utilizing tools like WebNN for neural network APIs, WebGPU for accelerated calculations, and ONNX Runtime for cross-platform model inferencing. Discover transformative libraries such as transformers.js for executing pre-trained models for Natural Language… READ MORE
In this session, we will explore the capabilities of Microsoft Copilot Studio combined with Azure Open AI and other Microsoft-based generative AI platforms and services that can be used to build a custom copilot for scoped use cases. We will discuss how to leverage ideas and patterns such as bring your own data or conversation… READ MORE
