Why AI Breaks Cloud Architecture - Opening Voices with Steeve Morin of ZML

Épisode de Quentin Adam par Quentin Adam · 30 janvier 2026 · 31 min

Why does AI suddenly make cloud infrastructure harder to operate, scale and predict? For years, cloud systems were designed around a simple reality: most applications were limited by network and storage, not by computation.

In this first part of Opening Voices, Quentin Adam, CEO of Clever Cloud, talks with Steeve Morin, founder and CEO of ZML, about why this reality no longer holds — and what breaks when it does.

Drawing from real production experience, Steeve explains:

why some workloads push hardware to its limits instead of waiting on I/O

how sequential computation changes everything for scaling and scheduling

why memory becomes the real bottleneck long before CPU usage

why moving workloads around is no longer trivial

and why many cloud design patterns simply stop working

This episode is about understanding why systems that worked for years start failing under new constraints, and what that means for engineers and organisations operating modern platforms.

Opening Voices is also available on all streaming platforms:

Deezer: https://www.deezer.com/show/1001774171

Spotify: https://open.spotify.com/show/3QTe4gKhsmhWnlLZaUxNo1

Apple Podcasts: https://podcasts.apple.com/fr/podcast/opening-voices/id1806281823

Hébergé par Ausha. Visitez ausha.co/politique-de-confidentialite pour plus d'informations.

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Je discute avec celles et ceux qui construisent le numérique. Je suis Quentin Adam, CEO de Clever Cloud. Et j’essaie de comprendre un truc assez simple en apparence : comment fonctionne réellement l’infrastructure du monde numérique. Cloud, intelligence artificielle, open source, architecture…

Quentin Adam

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