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Machine Learning

Latest machine learning news covers LLM research, new training methods, efficiency tips, and evaluation approaches. We turn papers into clear takeaways for builders, data scientists. Product leaders, showing practical lessons, real-world impact, and responsible AI practices.

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NVIDIA debuts BroRL rollout scaling for LLM training
Nov 19, 20255 min read

NVIDIA debuts BroRL rollout scaling for LLM training

NVIDIA Research introduced BroRL rollout scaling, a training strategy that floods each prompt with hundreds of exploratory rollouts to improve LLM reasoning. The approach targets plateaus in reinforcement learning from verifiable rewards and claims stronger data and compute efficiency. BroRL rollout scaling explained Moreover, BroRL widens exploration instead of only extending training steps. The method […]

#Federated Learning#Quantization#Reinforcement Learning
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NVIDIA FLARE federated learning expands course lineup
Nov 18, 20255 min read

NVIDIA FLARE federated learning expands course lineup

NVIDIA expanded its training catalog with new modules that spotlight NVIDIA FLARE federated learning and a broader slate of applied AI skills. The refreshed lineup spans privacy-first training, adversarial ML, medical imaging, Earth-2 weather modeling, and edge deployments. NVIDIA FLARE federated learning courses Moreover, Federated learning is moving from research to practice, and NVIDIA is […]

#Federated Learning#NVIDIA#Quantization
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Robot learning updates boost gait AI and sim-first tools
Nov 11, 20255 min read

Robot learning updates boost gait AI and sim-first tools

NVIDIA advanced simulation tools and exoskeleton makers deployed adaptive gait control this week. Together, these robot learning updates signal faster model training and deployment across labs and industry. Robot learning updates drive sim-first progress Moreover, The latest NVIDIA Isaac Lab 2.3 release underscores a sim-first approach to robotics. The update improves whole-body control, imitation learning, […]

#Federated Learning#Quantization#Reinforcement Learning
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Interactive ML agent brings 3x–43x GPU speedups to workflows
Nov 10, 20255 min read

Interactive ML agent brings 3x–43x GPU speedups to workflows

NVIDIA introduced an interactive ML agent that speeds up common workflows by as much as 43x on GPUs. The move pushes agentic tooling deeper into day-to-day data science. In parallel, the company expanded hands-on training in adversarial and federated learning. Meanwhile, applied ML surfaced in a gaming-inspired exoskeleton that touts intelligent gait control. Interactive ML […]

#Federated Learning#Quantization#Reinforcement Learning
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NVIDIA data science agent speeds ML workflows 3–43x
Nov 9, 20255 min read

NVIDIA data science agent speeds ML workflows 3–43x

NVIDIA introduced a new push to streamline machine learning with the NVIDIA data science agent, which promises 3x to 43x speedups on key tasks. In parallel, NVIDIA Research detailed robot learning advances at CoRL 2025 that highlight fresh gains in dynamics modeling and visuo-tactile control. Moreover, The developments target practical pain points across data science […]

#Federated Learning#NVIDIA#Quantization
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cuML profiler tools lead latest machine learning updates
Nov 7, 20255 min read

cuML profiler tools lead latest machine learning updates

NVIDIA introduced cuML profiler tools this week, highlighting a flurry of practical machine learning updates for developers and researchers. The additions arrive alongside a modular data science agent and fresh results in robot learning. Moreover, These releases target stubborn workflow bottlenecks and complex real-world tasks. Together, they show a clear push toward faster iteration, clearer […]

#Federated Learning#Quantization#Reinforcement Learning
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Dennis Crowley debuts location-based audio AI app BeeBot
Nov 6, 20256 min read

Dennis Crowley debuts location-based audio AI app BeeBot

Foursquare founder Dennis Crowley launched a location-based audio AI app that turns your headphones into a neighborhood DJ. The new service, called BeeBot, delivers short, contextual audio clips about nearby people, places, and events as you move through your day, according to reporting by Engadget. Moreover, BeeBot activates when you wear headphones and pauses when […]

#Federated Learning#Quantization#Reinforcement Learning
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BeeBot AI DJ brings location-aware audio updates on iOS
Nov 5, 20255 min read

BeeBot AI DJ brings location-aware audio updates on iOS

Foursquare founder Dennis Crowley launched BeeBot AI DJ, a new app that delivers location-aware audio updates straight to your ears. The AI-powered experience starts automatically with your headphones and pauses when you remove them. The launch adds a timely machine learning twist to neighborhood discovery. BeeBot AI DJ debuts Moreover, BeeBot frames itself as an […]

#Federated Learning#Quantization#Reinforcement Learning
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Robot learning breakthroughs debut at CoRL 2025 from NVIDIA
Nov 4, 20255 min read

Robot learning breakthroughs debut at CoRL 2025 from NVIDIA

NVIDIA Research unveiled three robot learning breakthroughs at CoRL 2025, underscoring rapid progress from simulation to factory floors. The robot learning breakthroughs span dynamics modeling, exploration, and visuo-tactile control, with measured gains in accuracy and real-world success rates. Robot learning breakthroughs at CoRL 2025 Moreover, According to NVIDIA Research, the trio includes NeRD, Dexplore, and […]

#Federated Learning#Quantization#Reinforcement Learning
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