AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Snipd AI
Greylock partner Corinne Riley discusses the challenges of developing AI coding tools that can match or surpass human engineers. Topics include improving AI capabilities for complex coding tasks, the importance of code planning and model ownership, and the debate on using GPT models versus code-specific models for code generation tools.
Read more
AI Summary
Highlights
AI Chapters
Episode notes
Podcast summary created with Snipd AI
Quick takeaways
- Developing AI tools for code generation offers a significant opportunity in engineering workflows with AI augmentation.
- Startups are exploring differentiation strategies in AI coding tools, focusing on code-specific models for improved code generation quality.
Deep dives
Unlocking AI Potential in Engineering Workflows
Developing AI tools for code generation and engineering workflows presents a significant opportunity as engineering tasks naturally lend themselves to AI augmentation. The abundance of existing training data, the mixture of judgment and rules-based work required in tasks, and the availability of composable modules like open source libraries contribute to the feasibility of reliable AI coding tools. Despite the growth of AI coding tools in recent times, there remains a need to address technical challenges to achieve performance on par with or surpassing human engineers.
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode