Sign up to save your podcasts
Or
Share Why do we need a special Operating System for AI?
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Why do we need a special Operating System for AI?
When thousands of AI agents begin to act on our behalf, who builds the system they all run on?
Renen Hallak – founder and CEO of VAST Data – believes we’re witnessing the birth of an *AI Operating System*: a foundational layer that connects data, compute, and policy for the agentic era.
In this episode of Inference, we talk about how enterprises are moving from sandboxes and proof-of-concepts to full production agents, why *metadata matters more than “big data,”* and how the next infrastructure revolution will quietly define who controls intelligence at scale.
*We go deep into:*
What “AI OS” really means – and why the old stack can’t handle agentic systems
Why enterprises are underestimating the magnitude (but overestimating the speed) of this shift
The evolving role of data, metadata, and context in intelligent systems
How control, safety, and observability must be baked into infrastructure – not added later
Why Renen says the next 10 years will reshape everything – from jobs to the meaning of money
The ladder of progress: storage → database → data platform → operating system
What first-principles thinking looks like inside a company building for AGI-scale systems
This is a conversation about the architecture of the future – and the fine line between control and creativity when intelligence becomes infrastructure.
Watch the episode!
*Did you like the episode? You know the drill:*
📌 Subscribe for more conversations with the builders shaping real-world AI.
💬 Leave a comment if this resonated.
👍 Like it if you liked it.
🫶 Thank you for watching and sharing!
*Guest:* Renen Hallak, Founder & CEO, VAST Data
https://www.linkedin.com/in/renenh/
https://www.linkedin.com/company/vast-data/
*📰 Want the transcript and edited version?*
Find it here: https://www.turingpost.com/p/renen
*Chapters:*
*Turing Post* is a newsletter about AI’s past, present, and future – exploring how intelligent systems are built and how they’re changing how we think, work, and live.
📩 Sign up: https://www.turingpost.com
*Follow us:*
Ksenia and Turing Post:
https://x.com/TheTuringPost
https://www.linkedin.com/in/ksenia-se
https://huggingface.co/Kseniase
#agenticOS, #enterpriseAI, #metadata, #AIoperatingsystem, exabyte storage, GPUs, production AI
View all episodes
By Turing PostWhen thousands of AI agents begin to act on our behalf, who builds the system they all run on?
Renen Hallak – founder and CEO of VAST Data – believes we’re witnessing the birth of an *AI Operating System*: a foundational layer that connects data, compute, and policy for the agentic era.
In this episode of Inference, we talk about how enterprises are moving from sandboxes and proof-of-concepts to full production agents, why *metadata matters more than “big data,”* and how the next infrastructure revolution will quietly define who controls intelligence at scale.
*We go deep into:*
What “AI OS” really means – and why the old stack can’t handle agentic systems
Why enterprises are underestimating the magnitude (but overestimating the speed) of this shift
The evolving role of data, metadata, and context in intelligent systems
How control, safety, and observability must be baked into infrastructure – not added later
Why Renen says the next 10 years will reshape everything – from jobs to the meaning of money
The ladder of progress: storage → database → data platform → operating system
What first-principles thinking looks like inside a company building for AGI-scale systems
This is a conversation about the architecture of the future – and the fine line between control and creativity when intelligence becomes infrastructure.
Watch the episode!
*Did you like the episode? You know the drill:*
📌 Subscribe for more conversations with the builders shaping real-world AI.
💬 Leave a comment if this resonated.
👍 Like it if you liked it.
🫶 Thank you for watching and sharing!
*Guest:* Renen Hallak, Founder & CEO, VAST Data
https://www.linkedin.com/in/renenh/
https://www.linkedin.com/company/vast-data/
*📰 Want the transcript and edited version?*
Find it here: https://www.turingpost.com/p/renen
*Chapters:*
*Turing Post* is a newsletter about AI’s past, present, and future – exploring how intelligent systems are built and how they’re changing how we think, work, and live.
📩 Sign up: https://www.turingpost.com
*Follow us:*
Ksenia and Turing Post:
https://x.com/TheTuringPost
https://www.linkedin.com/in/ksenia-se
https://huggingface.co/Kseniase
#agenticOS, #enterpriseAI, #metadata, #AIoperatingsystem, exabyte storage, GPUs, production AI