Contrarily to the hype, #AI is contributing to increase #carbonfootprint. I wrote a short summary, and proposed few ideas (sparse #neuralnetworks, simpler #LLM models, #neuromorphic hardware, #federatedlearning, #transferlearning)
https://alecrimi.substack.com/p/ai-carbon-footprint
#ml #sustainability

Wertvoller Austausch heute auf der Konferenz der Plattform @LernendeSysteme heute mit #KI Expert:innen aus ganz D, aus Forschung, Industrie, Gesellscha. Für @Caritas_web (AG6 Gesundheit) entstehen immer mehr Anwendung(sszenari)en: #federatedLearning, #Pflege|Doku, #LegalTech

@KBoesefeldt @schnedan The keyword for a language model in a distributed way 'federated learning' https://en.wikipedia.org/wiki/Federated_learning
#federatedLearning

The Open Data Institute
did a report on Federated Learning and my team is in it!

"Federated learning platforms such as Bitfount may also open doors to collaborating with institutions that don’t yet have the mature infrastructure or information governance procedures."

So that's pretty neat. Great to see an overview of the space too. #AI #ML #federatedlearning #distributed #dataprivacy

The Open Data Institute
did a report on Federated Learning and my team is in it!

"Federated learning platforms such as Bitfount may also open doors to collaborating with institutions that don’t yet have the mature infrastructure or information governance procedures."

So that's pretty neat. Great to see an overview of the space too. #AI #ML #federatedlearning #distributed #dataprivacy

#FederatedLearning in a real-world application → Researchers University of Pennsylvania & Intel lead largest global #MachineLearning effort to aggregate brain scan data from 6,314 #glioblastoma patients to develop a model that improves identification and prediction of tumor boundaries without compromising patient privacy.
#data #privacy
https://www.nature.com/articles/s41467-022-33407-5

Happy to talk this morning at the university hospital of Charleroi about free, libre, #opensource software for #healthcare and about #federatedlearning, in the context of the inter-university certificate for artificial intelligence in medicine!

RT @ecpcmaastricht@twitter.com

We are very happy with the updated programme and the fantastic line-up of speakers! Join us in December at @lawinmaastricht@twitter.com (or online!) and get updated on #DataGovernanceAct #DSA #DMA #AI #IoT #FederatedLearning and more....
https://www.maastrichtuniversity.nl/events/emerging-issues-and-challenges-privacy-and-cybersecurity

🐦🔗: https://twitter.com/ecpcmaastricht/status/1588456906263523328

RT @genomed4all: Meet our team!
🇮🇹 @Cineca1969 - one of the world’s top #supercomputing centres, member of @PRACE_RI, @Etp4HPC & @BDVA_PPP
Their expertise:
📌#HighPerformanceComputing services
📌#FederatedLearning infrastructure
📌Leonardo: preexascale supercomputer
#H2020 #innovation #spotlight

🐦🔗: https://nitter.eu/RoboticsEU/status/1519661846424432640