Mehdi Ouazza
HomeBlogVideosProjectsAbout
Mehdio Cap Avatar
Mehdio Cap Avatar
MEHDIO|
121videos
960kviews
26repos
777stars
105posts
346kviews
937posts
5.1Mviews
868posts
499kviews

Fresh off the press

Data Pipelines Generated With AI Keep Breaking? Here's Why
@motherduckdbJun 25, 2026

Data Pipelines Generated With AI Keep Breaking? Here's Why

721 views
BlogJun 29, 2026

What if a full data platform was one prompt away?

What if a full data platform was one prompt away?
LinkedInlatest
Jun 16

Here's my bold prediction for 2027: all the big AI labs will stop selling you only cloud access. They'll sell you a model that runs on your machine too. Local for the everyday stuff, cloud for the heavy lifting. An hybrid model with one bill. Two reasons why I think this could happen : 1/Open source model got good and the gap between what you can run yourself and what you rent from a frontier lab keeps shrinking. Once "enough" is free and private, paying per token to send your data to someone else's server starts to feel like a weird default. 2/The hardware under our desks and in our pockets keeps getting better at exactly this. Unified memory, capable neural accelerators, laptops that can hold a real model in RAM without breaking a sweat. What's exciting here (apart from hopefully a lower AI bill) : if most requests stop hitting the cloud, we stop needing to build data centers like the planet has infinite power and water.

1413464
X
May 8

We're in particular times. AI is moving so fast that we're questioning every single way we work every day. Honestly, it's been exhausting for me. I know I'm not alone. It's okay. Particular times. https://t.co/M9cw8tK0A9

22