Deployed: The AI Product Podcast Insights from the Cutting Edge of AI Investing: A Conversation with Sarah Guo, Founder of Conviction
Apr 25, 2025
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AI Model Usage Evolves Fast
- The techniques for using AI models effectively change rapidly, often monthly.
- Staying up to date on model use cases, orchestration, and guardrails is vital for success.
Set Ambitious AI Roadmaps
- Have a very ambitious roadmap when building with AI.
- Assume you'll eventually do everything to continuously close capability gaps with orchestration and tool use.
Prototype to Production Challenges
- Moving AI initiatives from prototype to production is challenging due to extensive engineering work required.
- Adapting new intelligence-powered software delivery requires sustained effort and risk adjustment.