summary

In this episode, Sarah Nagle and Chad Reynolds discuss the AI Speakeasy event and the introduction of non-human agents. They also talk about the challenges and benefits of using AI in different industries. They discuss the recent price increase of Canva and the use of advertising to offset the cost of AI features. They also mention a new startup that focuses on developing safe AI systems. The episode concludes with an interview with Matt Van Itallie, CEO and founder of SEMA Software, who talks about the company's code scanning and AI monitoring products. In this conversation, Sarah Nagle discusses the importance of viewing coding as a craft rather than a competition. She emphasizes the need for organizations to strategically use software development and meet their colleagues where they are. Nagle also highlights the challenges of incorporating metrics in software development and the importance of maintaining a degree of independence for developers. She explains the concept of generative AI code and its benefits and risks, emphasizing the need for human involvement in the coding process. Nagle also discusses the different types of AI tools used by developers and the trends in their usage. Finally, she shares insights on preparing students for the AI-driven world, including the importance of inspiring learning, strong reading and writing skills, and the ability to assess the accuracy of digital outputs.

takeaways

• The use of non-human agents can enhance collaboration and ideation
• AI features can increase the cost of software, and advertising can be used to offset the cost
• SEMA Software offers code scanning and AI monitoring products to assess and improve code quality
• Open source code has benefits and risks that need to be managed View coding as a craft rather than a competition and strategically use software development in organizations.
• Be cautious when incorporating metrics in software development, as the work is not easily reducible to numbers.
• Maintain a degree of independence for developers and respect their expertise.
• Generative AI code has benefits in terms of productivity and experimentation, but it also comes with risks that need to be managed.
• There are different types of AI tools used by developers, including large-scale general-purpose LLMs and coding-specific LLMs.
• Prepare students for the AI-driven world by inspiring their learning, developing strong reading and writing skills, and teaching them how to assess the accuracy of digital outputs.

Learn more about SEMA at semasoftware.com 

Chapters

00:00
Introduction and AI Speakeasy

03:19
Making AI Approachable and Fun

06:47
Canva Price Increase and Advertising

16:51
SEMA Software: Code Scanning and AI Monitoring

25:24
Understanding Open Source Code

29:01
Coding as a Craft: Strategic Use of Software Development

30:01
The Challenges of Incorporating Metrics in Software Development

33:23
Understanding Generative AI Code: Benefits and Risks

36:15
The Importance of Independence for Developers

43:21
Different Types of AI Tools for Developers

53:31
Preparing Students for the AI-Driven World

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