Prashant Bhoyar, an AI architect known for his work on Copilot Studio and Azure AI Studio, shares his insights on integrating AI technology into workflows. He describes how Copilot Studio enhances user experiences in the Power Platform while Azure AI Studio serves developers. The conversation reveals challenges faced when implementing AI tools, the significance of accurate data management, and how to avoid common pitfalls. Prashant also discusses the exciting synergy between these platforms and the evolution of conversational AI across popular applications.
Prashant Bhoyar explains how Copilot Studio integrates with the Power Platform, streamlining the development of AI-driven applications.
The podcast highlights upcoming NDC conferences, emphasizing the networking opportunities and learning experiences they offer for the tech community.
A shift back to server-side development is noted, driven by frameworks like Blazor simplifying integration and enhancing application performance.
Deep dives
NDC Conferences Overview
The hosts discuss their participation in upcoming NDC conferences throughout 2024, emphasizing the value of attending events like the Copenhagen Developers Festival and NDC Porto. The Copenhagen festival is scheduled for August 26-30, while NDC Porto will take place from October 14-18. They highlight the importance of these conferences for networking and learning in the tech community. Early bird discounts for tickets are available, encouraging attendees to register promptly.
Blazor Hands-On Training Announcement
The host reveals plans to conduct online Blazor hands-on training classes, primarily on Mondays, as an innovative approach to stay connected with learners while reducing travel. Interested participants can fill out a form to select preferred dates, ensuring classes occur once a minimum of ten registrants is reached. Each session will be interactive, allowing participants to engage in hands-on work and access all course materials for review later. This method aims to enhance skill development in a more accessible format.
Returning to Server-Side Development
A discussion arises around the shift back to server-side development, led by insights from previous guests like Mark Rendle. The realization that many developers are focusing heavily on client-side technology and APIs underscores a trend to re-integrate server-side solutions for efficiency. With frameworks like Blazor making server-side integration simpler, there's a push for streamlined application performance by relying more on server processing. This reflects a cyclical nature in development priorities, emphasizing the need to balance client and server responsibilities.
The Evolution of Conversational AI and Microsoft Copilot Studio
The show delves into Microsoft's evolution in conversational AI, notably the introduction of Copilot Studio, which is designed for building custom agents. This tool aims to enhance user experience by providing low-code and no-code options for creating AI-driven applications, integrating seamlessly with various data sources and Microsoft 365. The conversation highlights challenges faced during earlier attempts at conversational AI, such as the infamous Tay bot incident, which served as a learning experience for Microsoft. The hosts emphasize the importance of governance and feedback in deploying AI systems in business environments.
Data Handling and AI Model Training Challenges
The discussion explores the complexities of training AI models, focusing on methods such as Retrieval-Augmented Generation (RAG) versus fine-tuning. RAG involves using organization-specific data to enhance AI capabilities but poses challenges in determining the most relevant data for context, particularly when token limits exist. The hosts note that while fine-tuning can create tailored models, the associated costs and complexities mean it's not always the best solution for every business. This highlights the need for strategic planning around data use and AI application deployment.
How do you make your own copilot? Carl and Richard talk to Prashant Bhoyar about his work with Copilot Studio and Azure AI Studio. Prashant describes how Copilot Studio lives in the Power Platform space while Azure AI Studio is more related to Visual Studio, in that it is a tool for developers of AI technology. Anything built in Azure AI Studio can be surfaced in Copilot Studio - another kind of fusion development! Lots of conversation about what works well and what is difficult with these tools, and how to avoid some critical mistakes!
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