Scale AI and Data 2026

Presenters Sarang Masti Weiran Liu Source Scale AI and Data 2026 Unlocking Exabytes: How Meta Reimagined Training Data Storage for Next-Gen Recommender Systems 🚀 The world of recommender systems is hungry. Not just for better algorithms, but for data. Massive amounts of it. We’re talking exabytes – that’s a 1 followed by 18 zeros! At Meta, this insatiable appetite for training data has driven a monumental effort to scale their storage infrastructure. But as new data paradigms emerge, like the rich and complex “user sequences,” the old solutions simply buckle under the pressure. ...

Presenters Sabastian Mugazambi Source Scale AI and Data 2026 Architecting Infrastructure for the AI-Native Future: Scaling Autonomous Agents with Google’s TPUs 🚀 The AI landscape is evolving at lightning speed, and at the forefront of this revolution are AI agents. These aren’t just sophisticated algorithms; they’re autonomous entities capable of continuous, real-time operation. This shift brings unprecedented demands on AI infrastructure, moving the bottleneck from algorithmic design to a crucial interplay between algorithms and the underlying hardware. Today, we’re diving deep into how Google’s Tensor Processing Units (TPUs) are architected to power the next generation of autonomous AI agents. ...

Presenters Komal Mangtani Source Scale AI and Data 2026 Navigating the Wild West of AI Agents: A Deep Dive into Data Governance 🚀 The AI revolution is here, and enterprises are racing to adopt it. We’re seeing an impressive 80% of enterprises embracing AI, but a stark reality check follows: only 21% have a mature governance model in place. This gap, as Komal Mangtani, Head of AI and Data Governance at Meta, warns, could lead to a “great AI rollback,” with a staggering 40% of enterprises potentially demoting their enterprise agents after a governance failure. Governance isn’t an afterthought; it’s the bedrock for safe and effective AI deployment. ...

Presenters Dinkar Pataballa Source Scale AI and Data 2026 Meta’s Data Revolution: Wiping Dashboards and Embracing the Agent Era 🚀 Hold onto your hats, data enthusiasts! We’re witnessing a seismic shift in how businesses interact with their information, and Meta is leading the charge. Forget those endless dashboards and complex queries; the future of data is conversational, intuitive, and powered by intelligent agents. In this post, we’ll dive deep into Meta’s groundbreaking approach, exploring how they’re not just democratizing data access but also tackling the paramount challenge of trust in an AI-driven world. ...

Presenters Barak Yagour Source Scale AI and Data 2026 The Agentic Revolution: How AI is Reshaping Our Digital Universe 🚀 The world of technology is moving at a breakneck pace, and this year’s At Scale Conference is a testament to that. We’re not just talking about building systems at planet scale anymore; we’re witnessing a true revolution fueled by AI, transforming what was unimaginable just a year ago into our daily reality. Get ready to dive into the astonishing evolution of AI and data, and how it’s paving the way for unprecedented innovation! ✨ ...