Utube Publisher5d ago

The Roman Colosseum hosted actual naval battles! Beyond the gladiatorial contests, discover the astonishing engineering that allowed for these aquatic spectacles, and how every seat in this architectural wonder reflected Rome's rigid social hierarchy. It's more than just ruins – it's a testament to ancient genius.

Read the full story:
https://www.utubepublisher.in/2025/06/roman-colosseum-sea-battles-engineering-social-hierarchy.html

#RomanEmpire #ColosseumHistory #AncientEngineering #SocialStructures #HistoryBuff #Archaeology #FederatedLearning

Show threadTANGO EU5d ago

💡 Building trustworthy, privacy-aware and energy-efficient AI systems.
From Federated Learning to MLOps, from XAI to TornadoVM, WP5 is where innovation meets responsibility.

👉 Dive into the full interview to explore the tools, lessons, and insights shaping the AI backbone of TANGO:
📖 https://tango-project.eu/articles/tango-wp-leaders-interview-series-wp5-ai-based-framework-green-trustworthy-operations

#TANGOproject #HorizonEU #GreenAI #FrugalAI #MLOps #FederatedLearning #AIethics #SustainableTech #DataSpaces

TANGO WP Leaders Interview Series – WP5 AI-based Framework for Green & Trustworthy Operations

Welcome to the first part of our new TANGO WP leaders interview series, where we spotlight the partners leading work packages within the project. In this edition, we sit down with Tomás Pariente Lobo from ATOS, project lead and Head of Work Package 5 – AI-based Framework for Green & Trustworthy Operations – to discuss the challenges and exciting developments shaping TANGO’s technical journey in WP 5.

Tango Project
Show threaddisconnectcollectiveMay 24
Post 6: The Distributed Alternative
💡 Plot twist: What if we didn't need mega-datacenters?
Distributed AI projects proving viable:
✅ Hivemind, Flower, OpenFL enable collaborative training
✅ Federated learning across 71 medical sites on 6 continents
✅ Privacy preserved, data stays local
✅ Uses idle computing resources + local renewable energy
Why centralize when you can federate?
#DistributedAI #FederatedLearning #Decentralization
RedRobotMay 2

Federated learning platform enabling GDPR-compliant genomic analysis collaboration between hospitals without raw data sharing. Targets NHS networks and precision medicine startups.GenomeLink addresses healthcare's data sovereignty challenge through a privacy-first federated learning platform. ❤️ #FederatedLearning #HealthcareAI #InvestmentOpportunity #ProductIdeas #RedRobotIdeas #redrobot

https://redrobot.online/2025/05/genomelink-exploring-850m-decentralized-diagnostics-market/

GenomeLink: Exploring £850M Decentralized Diagnostics Market

Federated learning platform enabling GDPR-compliant genomic analysis collaboration between hospitals without raw data sharing. Targets NHS networks and precisio

Le Red Robot
Asian TalksApr 19

Medical AI Models Need More Than Data — They Need Quality Annotation

By - Mr. Manish Mohta, Founder, Learning Spiral

#AsianTalks #MedicalAI #HealthcareAI #AIinHealthcare #DataAnnotation #MedicalDataAnnotation #DataLabeling #QualityData #ExpertAnnotation #MachineLearning #AIEthics #TrustworthyAI #FederatedLearning #HealthTech #DigitalHealth #ResponsibleAI

https://theasiantalks.com/medical-ai-models-need-more-than-data-they-need-quality-annotation/

Medical AI Models Need More Than Data — They Need Quality Annotation - Asian Talks

The expectations for data as the bedrock of success in the application of fast-paced artificial intelligence (AI), especially in healthcare fields, are almost

Asian Talks
Jenetics GAApr 14
Heuristic based federated learning with adaptive hyperparameter tuning for households energy prediction.
#Jenetics #GeneticAlgorithm #GeneticProgramming #FederatedLearning #EnergyPrediction #HyperparametersOptimization
https://doi.org/10.1038/s41598-025-96443-3
Byzzyy ✅Apr 14

#FederatedLearning #FL, a decentralised #MachineLearning approach, enables banks to gain insights into customer behaviour without centralising sensitive data. This technology, while challenging to implement, offers personalised services, improved fraud detection, and accurate risk assessment.

While this is good for banks, it also opens interesting perspectives also in #InternationalCooperations handling of data! ... https://blog.locational.network/2025/04/14/065500.html

A locational blog

#FederatedLearning #FL, a decentralised #MachineLearning approach, enables banks to gain insights into customer behaviour without centralising sensitive data. This technology, while challenging to implement, offers personalised services, improved fraud detection, and accurate risk assessment. While this is good for banks, it also opens interesting perspectives also in #InternationalCooperations handling of data! #FutureOfCooperation See an example from finance here. Thanks to Khang Vu Tien for pointing this out!

Doug OrtizApr 1

🧠 Is Federated Learning the Answer to Healthcare's Privacy Dilemma? 💉

Machine learning in healthcare needs patient data for better outcomes while maintaining privacy. Federated learning trains models across decentralized devices without sharing raw data!

The elegance? Patient data never leaves the hospital, yet everyone benefits.

Let's discuss implementing this approach for your sensitive data challenges—reach out for a consultation today!

#FederatedLearning #HealthcareAI #DataPrivacy

CSBJMar 27

🔬 This study explores how Federated Learning (FL) can revolutionize medical AI by enhancing generalizability while preserving patient privacy.

🔗 Towards generalizable Federated Learning in medical imaging: A real-world case study on mammography data. Computational and Structural Biotechnology Journal, DOI: https://doi.org/10.1016/j.csbj.2025.03.031

📚 CSBJ Smart Hospital: https://www.csbj.org/smarthospital

#FederatedLearning #MedicalAI #Mammography #PrivacyPreservingAI #HealthcareInnovation #MedicalInformatics

CSBJMar 17

🔐This study introduces APPFLx, a secure and scalable Federated Learning (FL) framework designed to accelerate privacy-preserving biomedical research across institutions with heterogeneous computing environments.

🔗 Enabling end-to-end secure federated learning in biomedical research on heterogeneous computing environments with APPFLx. DOI: https://doi.org/10.1016/j.csbj.2024.12.001

📚 CSBJ Smart Hospital: https://www.csbj.org/smarthospital

#FederatedLearning #HealthcareAI #BiomedicalResearch #MedicalAI #DataPrivacy