Why LLMs Need a Collective Memory Layer | Pablo Stern-Plaza
MTS
Local Models and Data Control
Pablo Stern-Plaza describes why enterprises want local and hybrid AI deployments, emphasizing visibility, ownership, security, and control over sensitive data.
MongoDB CPO of AI & Engineering Pablo Stern-Plaza reveals the company’s new Atlas Agent Engine and explains why data gravity makes MongoDB the natural memory layer for AI agents. He discusses enterprise security guardrails, running models locally across hybrid environments, and how multi-agent networks rely on shared memory to drive real-world actions. Check out our sponsor Lovable: https://lovable.dev. Turn ideas into software people love.
--
MTS is a live news and interview show covering technology, business, politics, and culture as it happens.
Follow MTS:
X | https://twitter.com/MTSlive
YouTube | https://www.youtube.com/@mtsituation
Spotify | https://open.spotify.com/show/4HUNNmV1pjV7CW6Lphm1rM
Apple | https://podcasts.apple.com/us/podcast/mts/id1891088763
Substack | https://mtslive.substack.com/
Interested in sponsoring the show? [email protected]
--
Brought to you by:
Mongo DB - Anyone can prototype an agent. Learn how to get them into production on September 30th in New York - register at https://www.mongodb.com/events/mongodb-local/nyc
Lovable - Turn ideas into software people love with Lovable. Start today at https://lovable.dev/
Larridin - Finally prove what your AI investment is worth. Head to https://larridin.com/ today to start measuring your AI’s bottom line.
Neon (by Databricks) - Get up to $100K in credits for your startup at https://neon.com/mts
ElevenLabs - AI that communicates at human level across every channel and modality. https://elevenlabs.io/mts
Arena - Measuring AI performance in the real world. https://arena.ai/
Kong - The AI connectivity platform. Connect APIs, LLMs, agents, and systems with serious security and governance. https://konghq.com
Today’s stream is sponsored by VCX, the public ticker for private tech. Head over to http://getvcx.com to learn more
Blitzy - Autonomous software development for enterprise codebases. Ship 5x faster. https://blitzy.com
AdQuick - Make your brand a billboard. Out-of-home advertising as easy to scale as digital. https://adquick.com
Chargebee - Billing and monetization infrastructure for the AI era. https://www.chargebee.com/
--
Timestamps:
(00:00) Introduction
(00:53) Launching Atlas Agent Engine
(01:38) Key Pain Points From Customers
(07:08) Governance For Long-Horizon Agents
(12:11) Evolution Of Non-Coding Workflows
(14:11) The Emerging Golden Skillset
(18:07) Data Gravity As A Moat
(21:00) Scalable Agent Production Requirements
--
Note: This podcast is not investment, legal, or tax advice, and is intended for informational and entertainment purposes only. Hosts and guests may hold positions in the companies and securities discussed; do your own research before acting on anything you hear.
The AI-powered Podcast Player
