Blog Posts | Joshua Berkowitz

10 Articles

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DeepSeek-R1 Is Redefining AI Reasoning Through Reinforcement Learning

Reasoning underpins complex tasks like solving math problems, writing code, and making logical deductions. While recent LLMs have made headlines with their reasoning skills, these advances typically d...

AI DeepSeek-R1 language models machine learning reasoning reinforcement learning safety STEM

Sep 26, 2025

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Unlocking New AI Potential with Deep Researcher and Test-Time Diffusion

Cutting-edge artificial intelligence (AI) models excel at many tasks, but their performance often depends on how well they can adapt to new, unseen data. Deep Researcher with Test-Time Diffusion is a ...

adaptation AI research deep learning generalization machine learning reasoning test-time diffusion

Sep 20, 2025

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Self-Adaptive AI Is Transforming Scientific Discovery

Microsoft Research’s latest breakthrough: self-adaptive reasoning models that put researchers in control are offering transparency and flexibility never before seen in scientific AI tools. By giving r...

AI CLIO explainability innovation Microsoft reasoning scientific research transparency

Sep 18, 2025

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SmolLM3: Small Language Models with Multilingual Reasoning and Transparency

SmolLM3 , engineered by Hugging Face, allows you to harness the power of advanced language reasoning, multilingual fluency, and massive context processing all from within a remarkably compact 3B-param...

hugging face language models long context machine learning model training multilingual open source reasoning

Sep 13, 2025

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Train a Reasoning LLM in 48 Hours with NVIDIA NeMo

Could you create a powerful reasoning language model in just two days, using only a single GPU? Thanks to NVIDIA’s latest innovations, this feat is now within reach for researchers and developers ever...

AI dataset language models LLM machine learning NVIDIA NeMo reasoning

Aug 28, 2025

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GPT-5: Ushering in a New Era of Smarter, Safer AI

With the arrival of GPT-5, OpenAI delivers a model designed to set a new benchmark in intelligence, speed, and trustworthiness for users everywhere. Innovative Architecture for Every Task At the heart...

AI GPT-5 machine learning OpenAI personalization reasoning safety technology

Aug 8, 2025

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OpenAI's GPT-OSS Models: A Leap Forward in Open-Weight AI

OpenAI has introduced gpt-oss-120b and gpt-oss-20b, two open-weight language models that redefine what is possible in accessible and efficient AI. Designed to meet real-world needs, these models offer...

AI models deployment GPT-OSS machine learning OpenAI open-source reasoning safety

Aug 5, 2025

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Z.AI GLM-4.5: Redefining Unified AI Reasoning and Coding

Innovation in artificial intelligence continues at an unprecedented pace, and GLM-4.5 is at the forefront of this evolution. Designed to unify reasoning, coding, and agentic functionalities, GLM-4.5 b...

agentic AI AI benchmarks coding language models model architecture reasoning reinforcement learning

Jul 30, 2025

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Revolutionizing AI Reasoning: Microsoft Research's Breakthroughs for Language Models

Artificial intelligence is advancing at a remarkable pace, but its true leap lies in enhancing reasoning skills. Microsoft Research is at the forefront, developing innovative approaches that emp...

AI research formal methods generalization language models machine learning mathematics reasoning symbolic reasoning

Jun 28, 2025

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Large Reasoning Models: Breakthroughs and Breaking Points in AI Problem-Solving

Artificial intelligence has made remarkable strides, and Large Reasoning Models (LRMs) are at the forefront of this revolution. These models promise to deliver more than just answers, they aim to repl...

AI research artificial intelligence benchmarking chain-of-thought large language models model limitations problem complexity reasoning

Jun 26, 2025

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