
"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis Shortwave Rides the Tidal Wave: Inbox Agents, Hyper-Growth & Hiring AI Managers, with CEO Andrew Lee
354 snips
Mar 29, 2025 Andrew Lee, Founder and CEO of Shortwave, an innovator in AI-powered email solutions, discusses the company's transformative journey. He reveals how Shortwave has evolved from a basic email assistant to a comprehensive AI-driven communication platform. Andrew elaborates on the rapid revenue growth and new capabilities of their AI. He also highlights the significance of an AI-forward culture, agile strategies, and hiring passionate individuals while pondering the future of automation and software development in an AI-enhanced world.
AI Snips
Chapters
Transcript
Episode notes
Model Search Behavior
- Nathan Labenz observed Shortwave's agent performing iterative searches, similar to a human's process.
- He questions how models determine when they've found the right information, given their lack of human intuition.
Importance of Anthropic Caching
- Anthropic's caching is critical to Shortwave's cost-effectiveness, offering 90% savings.
- Without it, Shortwave would be losing money on every user, highlighting the importance of efficient caching.
AI Filters and Future Challenges
- Shortwave's AI filters automatically take actions on emails without user approval, a unique feature.
- Expanding this to full agent capabilities raises cost and trust concerns like prompt injection.

