EPISODE · Jul 31, 2025 · 1H 2M
GenAI, Agency and Infrastructure: What’s Actually Holding Back the AI Frontier (E.14)
from Free Form AI · host Michael Berk
In this episode of Free Form AI, we sit down with Puneet Jain, Senior Applied AI Engineer at Databricks, to explore what’s really holding back GenAI from reaching production at scale, and why infrastructure, not intelligence, might be the missing piece.From toy clustering algorithms to national-scale LLMs in healthcare, we unpack how secure data access, agentic tooling, and long-term system design are reshaping the GenAI landscape. We also discuss what “AI agency” really means. More importantly, is the road to AGI shorter than we think?Tune in!
What this episode covers
In this episode of Free Form AI, we sit down with Puneet Jain, Senior Applied AI Engineer at Databricks, to explore what’s really holding back GenAI from reaching production at scale, and why infrastructure, not intelligence, might be the missing piece.From toy clustering algorithms to national-scale LLMs in healthcare, we unpack how secure data access, agentic tooling, and long-term system design are reshaping the GenAI landscape. We also discuss what “AI agency” really means. More importantly, is the road to AGI shorter than we think?Tune in!
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GenAI, Agency and Infrastructure: What’s Actually Holding Back the AI Frontier (E.14)
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