Blog Posts | Joshua Berkowitz

29 Articles

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Nemotron 3: NVIDIA’s Leap Forward in Open, Agentic AI

NVIDIA’s release of the Nemotron 3 family of open models marks a significant turning point for agentic AI. Designed to move beyond traditional single-model chatbots, Nemotron 3 empowers developers to ...

agentic AI AI development enterprise AI mixture-of-experts Nemotron 3 NVIDIA open models reinforcement learning

Dec 26, 2025

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Nemotron 3 Nano: Redefining Efficiency and Openness in AI Models

Artificial intelligence is advancing at breakneck speed, but balancing efficiency, accuracy, and scalability remains a challenge. As organizations demand more from AI, especially with the rise of mult...

large language models Mixture-of-Experts NeMo Gym Nemotron NVIDIA open-source AI reinforcement learning

Dec 26, 2025

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Apriel-1.6-15B-Thinker: Redefining Multimodal AI Efficiency

ServiceNow's Apriel-1.6-15B-Thinker is setting a new standard for efficient and accessible AI. This breakthrough model emphasizes how smart data strategies and targeted training can enable smaller mod...

AI benchmarks efficient models enterprise AI multimodal AI reinforcement learning ServiceNow AI supervised finetuning token efficiency

Dec 11, 2025

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How DiscoRL Is Changing the Rules: AI That Discovers Its Own Learning Algorithms

What if artificial intelligence could not only learn from experience but also invent the very rules that govern its learning, outpacing even the best human-crafted algorithms? Google DeepMind has take...

AI research algorithm discovery automation DeepMind generalization meta-learning neural networks reinforcement learning

Dec 9, 2025

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Reinforcement Fine-Tuning: Amazon Bedrock's Breakthrough for Smarter AI Models

Adapting AI models for business is often a trade-off between generic tools and high-cost, complex customization. Amazon Bedrock is revolutionizing this landscape by introducing reinforcement fine-tuni...

AI customization Amazon Bedrock AWS machine learning model deployment model fine-tuning reinforcement learning

Dec 6, 2025

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CoreWeave's Acquisition of OpenPipe: A New Era for AI Cloud Innovation

The pace of artificial intelligence breakthroughs is picking up, and CoreWeave’s recent acquisition of OpenPipe demonstrates a bold commitment to advancing the field. By incorporating OpenPipe’s reinf...

agent training AI cloud cloud infrastructure CoreWeave enterprise AI machine learning OpenPipe reinforcement learning

Nov 30, 2025

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Expert Human Feedback Is Changing AI-Driven Drug Discovery

AI has shown immense potential in many fields, but drug discovery has long stood apart due to its complexity. Insilico Medicine is bridging this gap with its Reinforcement Learning with Expert Human F...

biotechnology Chemistry42 drug discovery expert feedback generative AI machine learning pharmaceutical innovation reinforcement learning

Nov 16, 2025

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Rubrics As Rewards: Reinforcement Learning Beyond Verifiable Domains

When AI Doctors Need Better Report Cards A future where AI is designed to help improve diagnostic medicine and even find rare diseases may be very close thanks to research from ScaleAI. But what does ...

AI training healthcare AI interpretability machine learning reinforcement learning rubrics

Nov 2, 2025

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How Direct Reasoning Optimization Teaches LLMs to Grade Their Own Thinking

Large language models have learned to reason well in math and coding thanks to reinforcement learning with verifiable rewards, where an answer can be checked automatically. Open-ended tasks like rewri...

chain-of-thought FinQA GRPO ParaRev R3 reinforcement learning RLVR

Nov 1, 2025

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OpenEnv: Fueling the Future of Agentic AI with Open, Standardized Environments

AI agents are getting smarter, but their ability to interact with the world safely and effectively hinges on more than just powerful models. They require environments purpose-built for safety , flexib...

agentic systems AI agents environments Hugging Face Meta open source reinforcement learning standardization

Oct 28, 2025

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AI Is Accelerating the Fusion Energy Revolution

A future where energy is virtually limitless and pollution-free has been the promise of atomic energy systems for nearly 8 decades. While advancements in fusion energy hold this promise, it remains on...

AI DeepMind fusion energy machine learning plasma simulation reinforcement learning sustainable energy tokamak

Oct 18, 2025

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CoreWeave Unleashes Serverless Reinforcement Learning for All

With the introduction of Serverless RL, CoreWeave is making high-performance RL accessible to everyone from startups to large enterprises. By removing the need for infrastructure management and loweri...

AI agents AI innovation cloud infrastructure CoreWeave OpenPipe reinforcement learning serverless computing Weights & Biases

Oct 16, 2025

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