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Table of Contents

• ↓ Supported by leaders in AI infrastructureSupported by leadersin AI infrastructure
• ↓ High-impact sessionsHigh-impact sessions
• ↓ from the floorfrom the floor
• ↓ The minds behind. the breakthroughsThe minds behind.the breakthroughs
• ↓ Inside the 2026 eventInside the 2026 event
• ↓ Feedback from the communityFeedback fromthe community
• ↓ Top Alternatives to datacouncil.ai

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"Meet the top AI infrastructure minds where architects of AI share what actually works. Announcing 2027 dates soon!"

"Look back at insights from this year's talks. Deep dives into the architectures and tools that defined the year."

"The playbook for building a startup hasn't changed much in 20 years - until now. Fewer people, different skills, and a completely different sense of what's possible. A new generation of founders is shipping products with smaller teams, moving faster, and using AI across every function. Join a group of AI-native founders for a candid look at how they're actually using AI inside their own companies - in their workflows, their code, their ops - and what the shape of their teams looks like as a result."

"While researchers may still opine about access to compute, most are hitting a new bottleneck: access to high-quality environments in which to post-train agents. Expanding agent capabilities will depend on how we curate and utilize data, much of which exists only in the minds of human experts today. This panel will explore the challenge of building environments, including the need to improve infrastructure reliability, the obstacles posed by subjective domains, and the challenge of achieving high variety. We’ll also discuss future opportunities, such as environments for long-horizon reasoning and continual learning, and what it will take to evolve environment design from a bespoke craft into a more automated, scalable discipline that consistently drives generalization."

Key Topics & Focus Areas for datacouncil.ai:

Supported by leaders in AI infrastructureSupported by leadersin AI infrastructure

High-impact sessionsHigh-impact sessions

from the floorfrom the floor

The minds behind. the breakthroughsThe minds behind.the breakthroughs

Inside the 2026 eventInside the 2026 event

Feedback from the communityFeedback fromthe community