Infrastructure

The New Application Layer - Malte Ubl, CTO Vercel

The New Application Layer - Malte Ubl, CTO Vercel

Malte Ubl, CTO of Vercel, posits that AI engineering is the successor to web development, arguing that AI agents will expand, not shrink, the software market. He explores practical agent archetypes being built today and discusses the profound shift required in infrastructure and security as agents become both the builders and primary users of software, concluding that the true innovation and value will lie in the application layer built by AI engineers, independent of the commoditizing foundational models.

AI is critical for humanity’s survival: Cisco President on the AI revolution | Jeetu Patel

AI is critical for humanity’s survival: Cisco President on the AI revolution | Jeetu Patel

Jeetu Patel, President and CPO at Cisco, shares his frameworks for transforming a 90,000-person company to be AI-first, building great companies, and leading at scale. He discusses Cisco's critical role in the AI infrastructure buildout, the necessity of AI for humanity's future, and his counterintuitive principles on communication and strategy.

AI Markets: Deep Dive with a16z's David George

AI Markets: Deep Dive with a16z's David George

David George of a16z analyzes the AI market, revealing that AI companies grow 2.5x faster than SaaS counterparts with lower sales spend, driven by immense market pull. He discusses the rise of 'Model Busters' that defy growth expectations, the critical 'adapt or die' moment for incumbents, and the massive, fundamentally sound infrastructure buildout, highlighting that we are still in the early innings of a major technological cycle.

Accelerating Growth Through Optimizing GPU Usage // Sahil Khanna // AI in Production 2025

Accelerating Growth Through Optimizing GPU Usage // Sahil Khanna // AI in Production 2025

Adobe's journey in building a sophisticated AI Compute Platform to tackle the immense challenges of GPU optimization for training large-scale generative models like Firefly. The talk covers their custom-built solutions for resource management, developer productivity, and automated fault tolerance.

The GPU Uptime Battle

The GPU Uptime Battle

Andy Pernsteiner, Field CTO of VAST Data, discusses the immense challenges of transitioning AI projects from prototype to production. He highlights the critical role of data infrastructure, the high cost of GPU downtime, and the necessity of building resilient, scalable platforms that can withstand real-world failures like power outages in massive data centers. The conversation emphasizes a shift in mindset towards empathy, better requirement gathering, and closer collaboration between data scientists and platform engineers to bridge the gap between development and operations.

Recall.ai: Unlocking the World’s Conversations

Recall.ai: Unlocking the World’s Conversations

Co-founder David shares Recall.ai's journey from a YC hackathon project to the essential data infrastructure for over 1,000 AI companies. He covers their strategic pivot to an API, the fundraising grind, and the lessons learned in building a lean, high-agency team that powers the future of AI with conversation data.