Code Conversations

People talking about AI is like glitter after a craft project, or azulejos in architecture, it's everywhere! Recent advances in generative AI, like Stable Diffusion and Chat-GPT, have the industry more hyped up than a caffeine-addicted toddler. It can leave one feeling like they're being left behind if they're not incorporating AI into their apps today.In this talk, we'll take a sober look at the topic of Generative AIs. In particular, we'll look at how Large Language Models (LLMs) work and where they break down. We'll consider how to engineer prompts for AI. And finally, we'll look at practical examples of adding AI into into a real-world app based on my experiences introducing AI into https://ab.bot/, an app designed to help customer success teams support their customers. We'll write code that calls Open AI APIs that demonstrate how to sprinkle a little AI into your own app. Join us to learn how to leverage the latest advancements in generative AI and take your applications to the next level.

https://www.youtube.com/watch?v=OxHw_u45h7M&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=18

The landscape of software development is rapidly evolving, and developers are constantly seeking better tools to enhance their productivity and create more efficient workflows. In this talk, I'll show you what many of my enterprise customers are looking to implement - deploying architectural archetypes using the latest advancements in developer toolsets.We will stand up our dev environment on Azure DevBox and GitHub Codespaces, use the Azure Developer CLI to deploy the templates, leverage GitHub CoPilot for AI-powered code generation to deploy an architecture including the Azure OpenAI API for integrating machine learning and natural language processing into applications - and we'll easily do it in 60 minutes.Come along for a hands-on tour of the latest in developer tooling.

https://www.youtube.com/watch?v=mTozV_eV4jQ&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=17

It's been hard to miss AI in the news recently. From breakthroughs in natural language processing to impressive image recognition and generation capabilities, AI is everywhere we look right now!In this talk, experienced software engineer Simon Waight will explore the benefits and considerations for developers when they are looking to adopt generative AI as part of their toolkit.To help set the scene, there will be a brief introduction to the fascinating world of generative AI and how it fits into AI more broadly.We'll then look at how generative AI can aid developers in streamlining their workflows and enhance productivity. How about instead of manually creating solutions from scratch, developers could utilise generative models to automatically generate prototypes, designs, or code snippets? How about in a programming language they don't even know?!But there are risks, which we'll explore along the way to ensure everyone is making informed decisions about adopting this technology that has massive positive potential.

https://www.youtube.com/watch?v=j_NsChKERh8&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=17

Artificial intelligence (AI) is one of the most powerful and influential technologies of our time. It has the potential to transform various aspects of our lives, such as health, education, entertainment, and security. However, AI also poses significant challenges and risks, such as ethical dilemmas, social impacts, and existential threats. How can we ensure that AI is aligned with our values and goals? How can we prevent AI from becoming a source of harm or oppression? How can we foster a positive and collaborative relationship between humans and AI?In this presentation, Scott Hanselman will explore these questions and more, drawing from his extensive experience as a software developer, blogger, podcaster, and speaker. He will provide examples of how AI can be used for good or evil, depending on the context and the intention. He will also share some best practices and guidelines for developing and deploying AI systems that are responsible, trustworthy, and beneficial. He will illustrate his points with references to popular culture, such as the Marvel Cinematic Universe, where AI characters like Iron Man and Ultron represent different visions of human-AI interaction. He will invite the audience to reflect on their own views and expectations of AI, and to join the conversation about how to shape the future of this technology. This abstract was written entirely by Bing.

It's time to delve into the critical intersection of cybersecurity and artificial intelligence. Let's explore the integration of Open Web Application Security Project (OWASP) principles into machine learning model development processes. Addressing vulnerabilities and ensuring data privacy are paramount as AI technologies become more prevalent. Session is on practical approaches to incorporate OWASP guidelines and best practices to safeguard machine learning models from potential threats, ensuring robustness, integrity, and confidentiality.

Ref: https://www.youtube.com/watch?v=g5A4LaPxT-k&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=14

Have you ever wondered how to create intelligent apps with .NET and Azure OpenAI? Do you want to learn how to leverage the power of large language models like ChatGPT to generate natural and engaging conversations? Do you want to see how AI can build AI apps? If you answered yes to any of these questions, then this talk is for you!In this talk, you will discover how to use .NET, C#, and Azure to create amazing applications with OpenAI and other generative AI technologies. You will learn the fundamental concepts of this latest wave of AI, the benefits and challenges of using .NET with it, and the best practices and tips for developing intelligent apps. You will also see a live demo of how AI can build AI apps using .NET and OpenAI.

Ref: https://www.youtube.com/watch?v=ZxWhosdTt3A&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=14

In the past year ChatGPT and the OpenAI API have gone from 0 to 100 faster than a Tesla.No one wants to be left behind. Businesses are automating tasks and having content written instantly.Some companies are suddenly ✅ 10x more productive, and some companies ❌ struggle.SSW consultants have been leveraging AI to improve client’s products…. And solving problems inside SSW too. Let’s take a look at the best ones!The advent of Custom GPTs has meant problems that would have taken weeks to solve before, can have production ready solutions in hours.Semantic Kernel then allows you to build enterprise solutions that take advantage of LLMs in a structured and scalable way, enabling the integration of AI into various business processes and systems.Come see SSW Chief Architect Adam Cogan show the important tips to implement AI in practical scenarios. Walk away with the answers to 2 big questions:#1 How to use AI to build superior software?#2 How to use AI to improve internal processes in your company?You cannot afford to miss this one! This is a watershed moment for tech and has the potential to be as big an impact as the introduction of computers ⭐

Ref: https://www.youtube.com/watch?v=-aiXuFcTETQ&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=12

Combining the power of Kubernetes and MLOps brings scalability, reliability, and reproducibility to generative AI workflows. In this session, we will explore how Kubernetes enables the orchestration of distributed generative AI training and inference pipelines, while MLOps practices ensure efficient model development, deployment, and monitoring. Join us to discover how this combination empowers organizations to unlock the full potential of generative AI while achieving seamless scalability and operational excellence.

Ref: https://www.youtube.com/watch?v=DXxqqB3dkiw&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=11

It's time you meet your AI pair programmer. Do you find yourself stuck on a chunk of code? Unsure of how best to center a div? GitHub Copilot can help. Get unstuck by seeing suggested lines or code, whole functions, and learn more about your development journey through having code explained, and even translate your code into other languages.Find out more about GitHub Copilot, new features, updates, and see a demo.The session will cover:

• What is AI
• Applications of AI
• How GitHub Copilot works
• How to get better results from GitHub Copilot with prompt engineering (the art crafting effective prompts)
• Power of conversational coding with GitHub Copilot Chat
• What's coming next

Ref: https://www.youtube.com/watch?v=nRz7zkKfpXw&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=9