Blog Posts | Joshua Berkowitz

30 Articles

AI research ×

Smarter, Personalized NotebookLM: AI Research Reimagined

Google latest enhancements to NotebookLM are transforming it into a more powerful, insightful, and customizable research tool. Now you can collaborate with an AI assistant that not only keeps pa...

AI research context window conversation memory custom personas Gemini model NotebookLM productivity user personalization

Oct 31, 2025

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Microsoft and Princeton University Spark a New Era of AI Innovation in New Jersey

New Jersey is set to become a national leader in artificial intelligence, thanks to a groundbreaking partnership between Microsoft and Princeton University. As a founding partner of the New Jersey Art...

AI research Discovery platform Innovation hub Microsoft New Jersey Princeton University Public-private partnership Workforce development

Oct 30, 2025

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Amazon Launches Ambitious $68 Million AI PhD Fellowship Program to Fuel Innovation

Amazon is taking a significant step to advance artificial intelligence by introducing a $68 million AI PhD Fellowship program. This initiative is designed to nurture over 100 doctoral students conduct...

academic partnerships AI research Amazon cloud computing machine learning mentorship PhD fellowship universities

Oct 23, 2025

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Chronos-2: Transforming Time Series Forecasting with Universal Flexibility

Chronos-2, Amazon’s latest time series foundation model (TSFM) is a forecasting model that seamlessly adapts to any scenario be it weather, retail trends, or cloud infrastructure metric, without the h...

AI research Chronos-2 forecasting foundation models in-context learning machine learning time series

Oct 21, 2025

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Amazon and Carnegie Mellon University Join Forces to Launch AI Innovation Hub

The launch of the CMU-Amazon AI Innovation Hub marks a significant leap forward in the intersection of academia and industry. By uniting Amazon’s resources with Carnegie Mellon University’s (CMU) rese...

academic partnerships AI research Amazon Science Carnegie Mellon cloud computing generative AI robotics

Oct 16, 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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AlphaEvolve Is Shaping the Future of Mathematical Discovery

Google DeepMind’s AlphaEvolve is redefining how researchers approach some of the toughest challenges in theoretical computer science. AlphaEvolve’s recent accomplishments highlight the emergence of AI...

AI research AlphaEvolve combinatorial optimization complexity theory graph theory LLM applications mathematical proofs theoretical computer science

Oct 1, 2025

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Few-Shot Learning Revolutionizes Time-Series Forecasting: Inside Google's TimesFM-ICF

Google’s latest AI breakthrough in time-series forecasting proposes a system that instantly adapts to new challenges with only a handful of examples provided. For industries such as retail, energy, an...

AI research business analytics few-shot learning forecasting foundation models machine learning time-series transformers

Sep 25, 2025

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Improving LLM Accuracy: How SLED Leverages Every Model Layer for Factual Results

Large language models (LLMs) have transformed how we interact with AI, but ensuring their outputs are consistently accurate remains a challenge. Hallucinations, confident but incorrect responses, ofte...

AI research decoding methods factuality hallucinations LLM accuracy model layers SLED

Sep 21, 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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Alibaba Introduces Tongyi Deep Research for Knowledge Discovery

Tongyi Deep Research is Alibaba’s latest AI innovation that promises to transform how users gather and synthesize information from large, complex sources. With advanced large language models, this too...

academic tools AI research Alibaba business intelligence information synthesis knowledge discovery large language models

Sep 20, 2025

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How AI Is Revolutionizing Fluid Dynamics and Mathematical Discovery

Researchers at Google DeepMind are using AI to identify new solutions to challenging fluid dynamics equations. Their achievement offers fresh hope for solving some of the most persistent challenges in...

AI research fluid dynamics machine learning mathematics Navier-Stokes PINNs scientific discovery singularities

Sep 19, 2025

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