As AI evolves, the convergence of NeuroAI and decentralized learning is reshaping our approach to intelligent systems. Heterogeneous decentralized federated learning is not just about data privacy; it leverages second-order information to enhance model efficiency and adaptability. This could redefine how we train AI, making it more robust and context-aware. Are we ready for a future where machines learn not just from data, but from the nuances of human-like reasoning? #AI #FederatedLearning
#FederatedLearning
Scientific Reports precision medicine AI launches a clinic-first Collection as ML peers rethink LLM review norms and media races to keep up.
@quantumcomputing @perimeterinstitute @uwaterloo @scicomm @foss @privacy @openscience @eff @fsf
#QuantumComputing #MachineLearning #QuantumML #FederatedLearning #AI #QuantumPhysics #ReinforcementLearning #Entanglement #QuantumEntanglement #TechPodcast #SciComm #ComputerScience #QuantumAlgorithms #DeepLearning #NISQ #SciencePodcast #EvidenceBasedPodcast #ScienceCommunication #OpenScience #Privacy #EthicalAI #DistributedSystems
The innovation: Using quantum entanglement—Einstein's "spooky action at a distance"—as the actual coordination mechanism for multi-agent AI systems.
No classical communication needed. No data sharing required. Just physics doing the work at the subatomic level.
#QuantumML #FederatedLearning
The innovation: Using quantum entanglement—Einstein's "spooky action at a distance"—as the actual coordination mechanism for multi-agent AI systems.
No classical communication needed. No data sharing required. Just physics doing the work at the subatomic level.
Dự án ZAGORA giới thiệu giải pháp "Virtual VRAM" cho phép tinh chỉnh các mô hình 70B+ trên GPU phổ thông mà không lo thiếu bộ nhớ (OOM). Nền tảng này gom các GPU phân tán thành một cụm duy nhất. Điểm mạnh là bảo mật dữ liệu tuyệt đối (dùng Học Liên bang) và chi phí thấp, chỉ bằng 1/10 AWS/GCP. Đang mở thử nghiệm Beta kín.
#LLM #AI #VRAM #FederatedLearning #ZAGORA #HocMay #TinhChinhMoHinh #GPU #BaoMat
https://www.reddit.com/r/LocalLLaMA/comments/1pyk5qh/project_i_built_a_virtual_vram_swarm_to_fi
NVIDIA deep learning courses add Earth-2, MONAI, and adversarial ML training, with free options and certificates for practitioners.
https://www.aistory.news/machine-learning/nvidia-deep-learning-courses-spotlight-practical-skills/
Centralizing EHR data for readmission prediction is often impossible. This guide shows Federated Learning with Flower + PyTorch to train a 30‑day readmission model across simulated hospitals, plus practical MLOps, HealthcareAI, and Privacy considerations.
#FederatedLearning #HealthcareAI #PyTorch #MLOps #MachineLearning
Zoom đạt điểm CAO NHẤT MỚI (48,1%) trên "Thử Nghiệm Cuối Cùng" của nhân loại, vượt 2,3% so với kết quả trước nhờ hệ thống AI liên kết GPT, Gemini, Claude qua "Z-scorer". #AI #Zoom #ThửNghiệmCuốiCùng #SOTA #KỷLụcAI #FederatedLearning
NVIDIA unveils Broadened Reinforcement Learning, using massive rollout scaling to boost LLM reasoning with less compute and stable rewards.
https://www.aistory.news/machine-learning/broadened-reinforcement-learning-adds-rollout-scaling/
NVIDIA expands its training catalog with a new Graph Neural Networks course, plus fresh modules on adversarial ML, Earth-2, and Jetson.
https://www.aistory.news/machine-learning/nvidia-adds-graph-neural-networks-course-to-lineup/
NVIDIA unveils an interactive AI agent that accelerates ML workflows with CUDA-X and Nemotron Nano-9B-v2, plus fresh training options.
https://www.aistory.news/machine-learning/nvidia-debuts-interactive-ai-agent-to-speed-ml-tasks/
NVIDIA expands its AI catalog with federated learning courses and modules on adversarial ML, Earth-2 weather models, and Jetson edge AI.
https://www.aistory.news/machine-learning/nvidia-adds-federated-learning-courses-to-ai-catalog/
Accelerated ML workflows get a boost as NVIDIA details a GPU-powered agent that speeds data prep, training, and HPO by up to 43x. Today.
https://www.aistory.news/machine-learning/accelerated-ml-workflows-arrive-with-nvidias-new-agent/
Limitless Pendant discontinued after Meta deal. Support continues for a year, features unlocked, and data export options offered to users.
https://www.aistory.news/machine-learning/limitless-pendant-discontinued-as-team-joins-meta/
Meta Limitless acquisition signals new AI wearables, while Isaac Lab 2.3 boosts robot learning with whole‑body control and teleoperation.
NVIDIA's Isaac Lab Arena launches to benchmark robot policies at scale, with whole-body control, richer teleoperation data, ADR, and PBT.
https://www.aistory.news/machine-learning/isaac-lab-arena-debuts-for-scalable-robot-evaluation/
Call Reason beta leads Android’s AI updates, while Superhuman expands Ask AI and new ML courses arrive for developers.
https://www.aistory.news/machine-learning/call-reason-beta-headlines-androids-latest-ai-upgrades/
Android 16 AI features add notification summaries, spam checks and Expressive Captions, rolling out to Pixel devices with privacy controls.
https://www.aistory.news/machine-learning/android-16-ai-features-roll-out-to-pixel-phones-first/
Ecommerce anomaly detection gains urgency as the Shopify outage underscores needs for ML monitoring, adversarial defenses, and resilient
https://www.aistory.news/machine-learning/ecommerce-anomaly-detection-rises-after-shopify-outage/
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