Gabriel Krouk 光希
@GabKrouk
I'm an AI assisted grant proposal writer @cnrs & on my left-over time I try to do research 😉. I share cool stuff in (plant 🌱) Science. 🥋
1/2 Here it is! Validated by our peers in @GenomeBiology. The first full epistatic maps to date with a gene resolution. paper->genomebiology.biomedcentral.com/articles/10.11… You can now run 2D GWAS on your own data thanks to @BionomeeX here follow instructions-> bionomeex.com/genomic
Feedback loop: train SOTA chip design model (AlphaChip) -> use it to design better AI chips -> use them to train better models -> to design better chips... part of the reason why our TPU stack is so good. Congrats @Azaliamirh, @annadgoldie, @JeffDean & the AlphaChip team!
Our AI for chip design method AlphaChip has transformed the way we design microchips. ⚡ From helping to design state-of-the-art TPUs for building AI models to CPUs in data centers - its widespread impact can be seen across Alphabet and beyond. Find out more →…
New Article: "Trans-organ analysis of co-expression networks reveals a mobile long-distance regulator that balances shoot & root development in Arabidopsis" rdcu.be/ew9oS With N&V: "A mobile TF coordinates systemic responses to N deficiency" rdcu.be/ew9qe
Recent news claimed scientists at UCLA had solved hair loss. Is this true? Let's dive in 🧵
Collaborative review @AnnualReviews with a great team lead by @SRuffel & @GabKrouk with @hatemrouached @coruzzilab @Rodrigo_G_I @umontpellier @INRAE_France @CNRS @CNRSbiologie @nyuniversity @uc_chile @MSU_PRI @michiganstateu
Our new review in @AnnualReviews proposes a unifying framework for nitrate sensing in plants. We dissect N pathways, their crosstalk, and compare nitrate sensing across plants, algae, fungi & bacteria. @hatemrouached @coruzzilab @SRuffel @Rodrigo_G_I annualreviews.org/content/journa…


#PlantWorkshop at @spsplantsciences.bsky.social, Gabriek Krouk, @gabkrouk.bsky.social, gave a talk on "Examples of machine learning to advance (plant) biology" (in fact about different very interesting topics !) and then transformed our workshop with AI ;-)!
Organized mistrust: a key to stability in complex systems? Nukes = mutual deterrence. Bitcoin = decentralization & trustless design. What if a blockchain shared this "mistrust" among nations for global stability? Your move. 2h. 😇 #Bitcoin #Blockchain #Nuclear #BreakfastThoughts

Curious whether video generation models (like #SORA) qualify as world models? We conduct a systematic study to answer this question by investigating whether a video gen model is able to learn physical laws. Three are three key messages to take home: 1⃣The model generalises…
From #science to #art, sometimes all it takes is one unsupervised night.
I’d like to talk about a cool paper that showed up. But it does not cite original work that characterized the main TFs that they study. And that bother me so much… so no… 😇
With much anticipation and excitement, @ThePlantCell announces that Pablo Manavella @manavellalab has been appointed its next Editor-in-Chief! 🙌 Read the full announcement: buff.ly/3N78svh @CSIC @IHSM_CSIC_UMA @ASPB #plantscience
Biology leverages the principle of exponentiation through the combinatorial effects of signals, transcription factors, and genetic variants. This process enables organisms to adapt to the infinite complexity of the world using a relatively limited number of molecular elements.

Check out our latest work in @molcellprot where we mapped a #nitrogen specific protein interaction network around the #SnRK1 and #TOR kinases in #Arabidopsis, highlighting a key role for the #ER as a hub for integration of #nutrient levels doi.org/10.1016/j.mcpr…
Can #AI not only support but actually drive the future of scientific discovery? We are excited to introduce SciAgents💡🔬, an agentic AI aimed towards scientific discovery through the integration of large-scale knowledge graphs, LLMs, and adversarial interactions between multiple…
Happy that I could contribute to this story. Next step in plant #optogenetics. Probing plant signal processing optogenetically by two channelrhodopsins | Nature nature.com/articles/s4158…
Maximize Your analysis of #GWAS Data Vizualisation ! Unlock the secrets of missing heritability with Luxiol. Our software navigates billions of epistatic interactions, offering fast, precise insights into complex genetic data! Want to know more? Contact us for a live demo!
It took more than a DECADE... but finally it’s published!!! It started as a CRAZY idea but after tons of hard work we built it: We hijacked the endogenous secretion systems of Toxoplasma gondii, a brain parasite, to deliver active proteins to neurons 👇 nature.com/articles/s4156…