Jean-Sébastien Giroux
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jsgiroux.bsky.social
Jean-Sébastien Giroux
@jsgiroux.bsky.social
I love learning new things and acquiring new skills.
DL Research Scientist and future CEO, leveraging AI to mitigate climate change, develop Quantum computing algorithms & understand the brain.
I think that I am missing something big. I really don’t see how we are anywhere close to AGI - Please can someone share scientific proof that we are reaching AGI any time soon ?

Let me explain my current stand on the field! (1/4)
November 20, 2025 at 1:47 AM
Why not creating a research labs with the advantages of academia & industry?

- Easy to access funds
- Project start immediately
- Full project freedom
- PI can hired whoever they want
- Good salaries
- Only paper work are manuscripts
- Open source

Is there something that makes it impossible?
November 11, 2025 at 1:25 PM
I think AI Quantum Computing has tremendous potential - More people should consider doing research in that field.
Starting from first principles, creating a computer that follow Quantum Mechanics principles makes so much sense.
I see a lot of great research from that field in the coming years!
November 2, 2025 at 3:54 AM
Alicia Jolicoeur-Martineau research is really fascinating!
Doing this kind of research by yourself is astonishing - I am impressed and inspired 🚀.
This bio-inspired algorithm is promising in my opinion, a must read.

arxiv.org/pdf/2510.04871?
arxiv.org
October 28, 2025 at 11:46 PM
My very first journal paper has officially been accepted 🤩

In this paper, my team and I presented a DL downscaling model that paves the way to Foundation Models.
Literature
1.Conducted on small geographical domains
2.Used interpolation to fit both input and output grids
3.Required lot of predictors
October 15, 2025 at 2:19 PM
Nowadays, anyone with hard work, talent, and an internet connection can innovate in DL - a lot of papers and datasets are open source, and many resources are available online (GPUs, TPUs).
Collaborators will become a must at some point, but strong performance and talent are attractive and rare.
September 30, 2025 at 1:35 PM
The gap between AI research and applied AI is widening year after year.

In the coming months, I will leverage my deep learning research experience in climate change (e.g., downscaling - forecasting) and my engineering background to build something impactful.

*Note: I will continue doing research!
September 27, 2025 at 5:01 AM
Je me demande combien de temps va s’écouler avant que la société prenne ces propos très au sérieux.
Je suis passé au balado RAD pour discuter de l'avenir de l'IA, des risques de la course actuelle dans le domaine, et de solutions pour une IA plus sécuritaire.

Merci à @olivierarbourmasse.bsky.social et à l'équipe de RAD pour l'excellente conversation!

www.youtube.com/watch?v=JxFI...
Intelligence artificielle : les risques de perdre le contrôle avec Yoshua Bengio | Le balado de Rad
YouTube video by Rad
www.youtube.com
September 24, 2025 at 1:56 AM