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▶ 1:16 · Open Source AI · Enterprise AI Adoption · Enterprise AI stuck in experimentation phase, delaying open-source adoption
episode briefing
The Information

Where is Open Source AI Better?

2026-07-15 · 1 company · 3 thematic
sentiment
1 bull0 bear0 neu
speakers
jesse zang

CEO of Decagon, an AI customer service agent company using 90%+ open-source models in production, 5x revenue growth year-over-year, building self-improving agent architecture called Duet.

now playing · Open Source AI · Enterprise AI Adoption
Open Source AImixedscore 8/10jesse zang
Open source AI wins in scaled production; closed source dominates experimentation
Jesse Zang argues open-source models excel in production-scale use cases with known structure (latency, cost benefits), while closed-source frontier models remain essential for new, undefin…
Enterprise AI Adoptionmixedscore 7/10jesse zang
Enterprise AI stuck in experimentation phase, delaying open-source adoption
Most enterprise AI use cases remain in experimentation rather than scaled production, which favors closed-source frontier models; open-source adoption accelerates only when use cases are so…
AI Agentstailwindscore 7/10jesse zang
Duet architecture pairs fast open-source agents with slow frontier models for self-improving customer service
Decagon's Duet product uses a fast open-source model for real-time customer interaction and a slower frontier model (Opus 4, Fable) to analyze conversations and automatically write/fix work…