Blog Posts | Joshua Berkowitz

9 Articles

2025 × language models ×

Small Models, Big Solutions: How MIT's DisCIPL Framework Is Revolutionizing AI Reasoning

Large language models (LLMs) like ChatGPT often capture headlines for their advanced abilities, but they can stumble when it comes to challenging reasoning tasks that demand strict rule-following. At ...

AI reasoning collaborative AI constraint solving efficiency language models LLMs machine learning MIT CSAIL

Dec 20, 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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Apple Unveils FS-DFM: A Leap Forward in Fast, High-Quality AI Text Generation

AI-generated writing has always faced a trade-off between speed and quality—until now. Apple, collaborating with Ohio State University, has introduced a transformative language model that can rapidly ...

AI research Apple diffusion models FS-DFM language models machine learning natural language processing text generation

Oct 14, 2025

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Hugging Face’s FinePDFs Dataset For AI Training

AI research has long relied on web-scraped content, but Hugging Face’s FinePDFs dataset is set to change the landscape. By sourcing over 475 million documents directly from PDFs, often considered too ...

AI data engineering datasets Hugging Face language models machine learning open source PDF

Sep 19, 2025

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How AI Is Breaking Down Language Barriers in Health Care

MIT’s Language/AI Incubator is a pioneering project that leverages artificial intelligence to transform medical communication and promote equity in patient care. The project imagines a health care env...

artificial intelligence communication cross-cultural health care language models medical education patient outcomes

Aug 4, 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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Microsoft's Mu Language Model Adjusts Windows Settings with On-Device AI

Microsoft’s Mu language model, powering Copilot+ PCs, now allows you to adjust complex Windows settings just by telling your PC what you want. Mu powers the AI agent in Windows Settings, translating n...

AI Copilot+ PCs language models model optimization NPUs on-device AI user experience Windows Settings

Jul 8, 2025

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AI Tools Like Article Friend Are Making Scientific Research More Accessible to People with Aphasia

For nearly two million Americans living with aphas ia, participating in research about their condition is common, but accessing the resulting findings often isn’t. Despite their crucial involvement, m...

accessibility aphasia artificial intelligence healthcare innovation inclusive design language models research tools

Jun 6, 2025

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Mistral AI’s Le Chat: A European Challenger Enters the Chatbot Race

Breaking Barriers in Conversational AI Imagine starting a chat with an advanced AI assistant—no sign-ups, no forms, just conversation. That’s the experience Mistral AI, a French startup, is bringing t...

AI chatbots Europe French startups language models Mistral AI privacy

May 8, 2025

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