News | Joshua Berkowitz

21 Articles

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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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MIT is Making Large Language Model Training Affordable: Insights from AI Scaling Laws

Training large language models (LLMs) requires immense computational resources and significant financial investment. For many AI researchers and organizations, predicting model performance while keepi...

AI efficiency AI research budget optimization LLM training machine learning model evaluation scaling laws

Sep 19, 2025

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Neural Networks Are Transforming 3D Rendering: Inside Microsoft's RenderFormer

3D rendering powers our most captivating digital experiences, from blockbuster movies to cutting-edge virtual reality. Traditionally, this field has relied on physics-based methods to recreate the int...

3D rendering AI research computer graphics deep learning machine learning neural networks RenderFormer SIGGRAPH

Sep 11, 2025

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AI in the Workplace: Augmentation, Not Displacement

The debate about artificial intelligence and its impact on employment is everywhere from LinkedIn to the board room. While flashy headlines predict massive job losses, recent Microsoft Research reveal...

AI research generative AI job displacement Microsoft Copilot occupational impact task automation workplace trends

Sep 5, 2025

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DINOv3: Redefining Self-Supervised Learning in Computer Vision

Meta’s DINOv3 is pushing self-supervised learning (SSL) to new heights and transforming the landscape of computer vision with a vision model that learns directly from billions of images without needin...

AI research computer vision deep learning DINOv3 image analysis open source self-supervised learning

Aug 19, 2025

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How NSF’s $100 Million Investment is Shaping America’s AI Future

The U.S. National Science Foundation (NSF) has launched an ambitious $100 million initiative to accelerate artificial intelligence research and workforce development. Supported by Capital One and Inte...

AI institutes AI research artificial intelligence NSF public-private partnership STEM education technology innovation workforce development

Aug 2, 2025

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Scaling Research with Multi-Agent AI: Lessons from Anthropic's System

Anthropic’s experience with multi-agent research systems reveals both the transformative power and engineering challenges of orchestrating teams of Claude agents. Their approach offers valuable lesson...

AI research Claude evaluation multi-agent systems production engineering prompt engineering system architecture tool design

Jul 27, 2025

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