Blog Posts | Joshua Berkowitz

15 Articles

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PaTH Attention: The Next Leap in Context-Aware Language Models

Large language models have transformed artificial intelligence, powering everything from chatbots to automated code generation. Yet, even the most advanced models often struggle to follow evolving sta...

AI research context awareness large language models machine learning PaTH Attention position encoding reasoning transformers

Dec 19, 2025

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GPT-5.2 Is Transforming Scientific Discovery and Mathematical Research

OpenAI’s latest model, GPT-5.2 is collaborating closely with experts across mathematics, physics, biology, and computer science. OpenAI has claimed to have pinpointed where AI truly excels, and where ...

AI research collaboration GPT-5.2 machine learning mathematics reasoning scientific discovery

Dec 12, 2025

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Gemini 3 API: Powering Next-Generation Intelligent Applications

Unlocking Advanced AI Capabilities Developers seeking to push the boundaries of intelligent applications will find Gemini 3 API to be a game changer. With cutting-edge reasoning, automated code genera...

API documentation developer guide Gemini 3 migration multimodal AI prompt engineering reasoning tool integration

Nov 23, 2025

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Redefining AI Training: SYNTH Ushers in a Reasoning-First Data Revolution

SYNTH is a synthetic dataset designed to push language models beyond memorization, toward deeper intelligence and agility. Since GPT-3, most language models have depended on massive web-scraped datase...

AI training context engineering deep learning language models multilingual AI reasoning synthetic data Wikipedia

Nov 18, 2025

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Kimi K2 Model is Redefining AI Reasoning and Thinking

Artificial intelligence has evolved rapidly, but few models have bridged the gap between data processing and genuine reasoning as impressively as the Kimi K2 model. This new generation of AI not only ...

AI models contextual understanding innovation Kimi K2 machine learning problem-solving reasoning

Nov 10, 2025

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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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