Scott Guthrie from Microsoft discusses Microsoft's AI focus at Build 2024 including Copilot, Azure AI, VS Code, and the future of AI in healthcare. They explore AI in Azure, GitHub, VS Code, and the evolution of AI applications. Topics cover open source transition, AI in VS Code, and AI's role in real-time incident summaries. Microsoft Build 2024 showcases AI's impact on transforming apps and daily life.
Microsoft prioritizes AI integration in software development, showcasing CoPilot and Azure AI tools.
AI revolutionizes healthcare efficiency by automating documentation processes and enhancing patient interactions.
Embedding safety controls in AI development is crucial for accuracy, emphasizing early integration of security measures.
Deep dives
Scott Guthrie's Emphasis on AI Integration in Microsoft Build 2024
Scott Guthrie, Executive Vice President of Microsoft, highlights Microsoft's focus on AI integration in Microsoft Build 2024, demonstrating a deep commitment to advancing AI technologies. The conference showcases how AI is reinventing software, emphasizing the transformative power of artificial intelligence in various applications, especially through AI-driven tools like co-pilot and the significance of integrating AI into different services and products within Microsoft.
Enhancing Productivity and Efficiency Through AI Applications in Healthcare
AI applications in healthcare, such as those presented by Nuance and Epic, are revolutionizing the industry by streamlining processes and enhancing productivity for healthcare professionals. By automating clinical documentation processes and enabling more efficient patient interactions, these AI-driven solutions significantly reduce the time spent on administrative tasks, allowing doctors to focus more on patient care and ultimately improving healthcare outcomes.
Securing AI Applications with Groundedness and Risk Parameters
The imperative for securing AI applications lies in embedding groundedness and risk controls within the development process, ensuring the safety and accuracy of AI-generated outputs. Microsoft's approach emphasizes a 'shift-left' strategy, integrating safety features early in the development cycle, including safeguards against hallucinations and violent content through customizable parameters, along with automated alerts and security measures.
Automating Safety Checks and Continuous Testing for AI Applications
The conversation underscores the significance of automating safety checks and continuous testing for AI applications as part of the CICD process. This automation involves incorporating groundedness and safety evaluations in every code change or prompt modification, enabling developers to run unit tests, conduct safety checks, and simulate security attacks using AI to validate and secure AI applications effectively.
Exploring the Future of AI-Driven Applications and Security
The dialogue anticipates a future where AI-driven applications play a pivotal role in reshaping user interactions and work operations, emphasizing the need for continuous advancements in AI security and development practices. By addressing key challenges like hallucinations, groundedness, and safety, the evolution of AI applications promises improved efficiency, enhanced safety measures, and heightened productivity across various industries.
Scott Guthrie joins the show this week from Microsoft Build 2024 to discuss Microsoft being all-in on AI. From Copilot, to Azure AI and Prompty, to their developer first focus, leading GitHub, VS Code being the long bet that paid off, to the future of a doctor’s bedside manner assisted with AI. Microsoft is all-in on AI and Build 2024’s discussions and announcements proves it.
Changelog++ members save 7 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
Cronitor – Cronitor helps you understand your cron jobs. Capture the status, metrics, and output from every cron job and background process. Name and organize each job, and ensure the right people are alerted when something goes wrong.
Neon – The fully managed serverless Postgres with a generous free tier. Neon separates storage and compute to offer autoscaling, branching, and bottomless storage.
ExpressVPN – Stop handing over your personal data to ISPs and other tech giants who mine your activity and sell off your information. Protect yourself with ExpressVPN. Go to ExpressVPN.com/changelog and get three (3) extra months free.
Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.
