Flower (@flwrlabs) / X

Flower

1,522 posts

Flower

@flwrlabs

Flower: A Friendly Federated Learning Framework | flower.ai

Joined January 2023

Affiliates Replies Media

Pinned
Flower
@flwrlabs
May 4
At Flower AI Summit 2026, Flower Labs' own Charles Beauville introduced Flower Agents and Project Kaya, and made a case for what separates a good agent from a great one. His framework: a good agent needs context, access, and control. Context so it understands the task. Access
00:00
Flower reposted
Daniel J. Beutel
@daniel_janes
20h
The same is true for evals. This is why we @flwrlabs created FlowerBench.
Logan Kilpatrick
@OfficialLoganK
22h
it’s surprising to me how many people seem to not understand that great models are built with super high quality curated data finding novel ways to create / get this data is a huge edge
Flower
@flwrlabs
Jul 6
AI agents are advancing quickly. But enterprise work remains a much harder test. Today coinciding with ICML, we are introducing FlowerBench: a frontier agent benchmark for evaluating AI agents on secure, proprietary, long-horizon enterprise tasks. FlowerBench evaluates agents
Flower
@flwrlabs
Jul 6
Replying to @flwrlabs
Explore the FlowerBench leaderboard flower.ai/benchmarks/flo…
Flower
@flwrlabs
Jul 6
Want to see how AI agents perform on your own enterprise workflows? This is why we build FlowerBench. Submit your task and contribute to the FlowerBench Leaderboard
flowerlabs.typeform.com
FlowerBench - Share your agent task
Turn data collection into an experience with Typeform. Create beautiful online forms, surveys, quizzes, and so much more. Try it for FREE.
Flower
@flwrlabs
Jul 3
The most-downloaded examples on Flower Hub are the stacks developers already use. PyTorch, TensorFlow/Keras, scikit-learn, NumPy, and XGBoost. Swipe through the images. Start here: buff.ly/5S1iRML
Flower
@flwrlabs
Jul 2
Federated AI adoption is not just a model question. At FS26, this panel dug into the harder parts: governance, incentives, data standards, enforcement, and the first-mover problem across healthcare, finance, and research. Watch: buff.ly/SibNCMg
Flower
@flwrlabs
Jul 1
Flower Monthly July
Flower
@flwrlabs
Jul 1
Flower Labs is excited to join the AI Discovery Awards by Nebius in London, where Javier will represent us as a judge and take part in the first panel exploring how AI is reshaping pharmaceutical R&D. We're looking forward to meeting the startups, pharma and biotech leaders
Flower
@flwrlabs
Jun 30
First talk: "FedSCS-XGB – like XGBoost, just distributed" Felix Walger, research assistant & doctoral candidate at INDA @RWTH and SCAI Lab of @ETH_en & Swiss Paraplegic Research.
Flower
@flwrlabs
Jun 30
Second talk: "HIMAS: Healthcare Intelligence Multi-Agent System" Mohan Bhosale and Yash Khare, Machine Learning Engineers at @Northeastern, will share a federated MLOps platform for ICU mortality prediction built on Flower.
Flower
@flwrlabs
Jun 26
Running Flower on Slurm-based HPC can mean queues, port conflicts, SSH tunnels, and hand-written `sbatch` scripts before the first experiment starts. FloraLab tackles that day-zero friction for FL researchers. Watch the FS26 talk: buff.ly/YScB4CY
Flower
@flwrlabs
Jun 24
A huge thank you to everyone who made Flower AI Summit 2026 such a special event: 400+ onsite in London, 18K+ stream views, and a full set of talks now available. Catch the recordings and revisit the sessions here: buff.ly/I6yspQi
Flower
@flwrlabs
Jun 22
Aug 24-25 in Cambridge: Flower Labs joins Fan Zhang, Daniel Kreuter and organizers from @Cambridge_Uni, PharosAI, @QMUL, @UniofExeter and @MTU_ie for a federated AI healthcare workshop with @jafermarq. Register: buff.ly/g9Pdro6
Flower
@flwrlabs
Jun 19
Collaborative AI needs a new stack. At Flower Labs, our mission is to advance collaborative superintelligence: AI systems that can learn, adapt, and act together across real-world boundaries. We see 3 building blocks: First, a next-gen AI platform. Collaboration needs to be a
Flower
@flwrlabs
Jun 18
The space economy had a big week recently, with @SpaceX's IPO drawing attention to just how much infrastructure is heading off-planet. Against that backdrop, it felt worth revisiting a quieter milestone @flwrlabs reached with @Starcloud_ earlier this year. Working together, the
Flower
@flwrlabs
Jun 17
Andrew Ng's: "AI is the new electricity", is usually read as a prediction about scale. But the more important lesson is about infrastructure. Electricity didn't transform the world when every factory ran its own isolated generator. The real unlock was the grid: a system that let