Blog Posts | Joshua Berkowitz

112 Articles

machine learning ×

AI Is Fast-Tracking Precision Antibiotics for a Healthier Gut

Thanks to innovative research from MIT’s CSAIL and McMaster University, researchers are leveraging a generative AI model to rapidly decoded how a novel antibiotics work, opening the door to targeted t...

antibiotics artificial intelligence drug discovery gut health inflammatory bowel disease machine learning microbiome precision medicine

Oct 6, 2025

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Harvard Researchers Are Programming Cells to Shape Themselves

Scientists are closing in on powerful new ways to instruct living cells to grow into complex forms as easily as coding a computer program. Thanks to groundbreaking work at Harvard, where researchers h...

AI bioengineering cellular biology computational biology machine learning organ design tissue engineering

Oct 3, 2025

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Microsoft’s Analog Optical Computer: Illuminating the Next Era of AI and Problem Solving

Computers that harnesses the speed of light to solve complex problems in a fraction of the time and energy it takes today are no longer science fiction. Microsoft researchers are forging ahead with an...

AI analog computing energy efficiency finance healthcare machine learning optical computer optimization

Oct 3, 2025

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Achieve AI Excellence wtih NVIDIA's Agentic AI Professional Certification

The artificial intelligence landscape is evolving rapidly, and professionals are seeking ways to validate their skills in this popular field. NVIDIA’s Agentic AI LLMs Professional Certification offers...

agentic AI AI certification AI ethics career advancement exam preparation machine learning NVIDIA professional development

Oct 3, 2025

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Thinking Machines Tinker: Simplifying Fine-Tuning for Language Models

The power to customize advanced language models without wrestling with infrastructure or distributed training is what Tinker by Thinking Machines promises. This innovative API puts flexible, powerful ...

AI APIs fine-tuning infrastructure language models machine learning open source research tools

Oct 2, 2025

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Perplexity is Redefining Search APIs for the Age of AI

Today’s AI-driven products demand search infrastructure that is fast, scalable, and deeply context-aware. As intelligent agents and real-time knowledge access become central to new applications, tradi...

AI search API architecture benchmarking context engineering information retrieval machine learning Perplexity Search API

Oct 2, 2025

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FlowState: IBM’s Lightweight Powerhouse for Flexible Time-Series Forecasting

Accurately predicting future trends from historical data has always been a complex challenge, especially as real-world datasets rarely conform to a single, predictable pattern. IBM’s FlowState model h...

AI forecasting FlowState foundation models IBM Research machine learning state-space models time-series

Sep 30, 2025

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DeepMind's AI Nearly Clinched Gold at the International Mathematical Olympiad

Artificial intelligence has taken a remarkable leap by matching the prowess of elite young mathematicians. DeepMind’s AlphaProof and AlphaGeometry 2 models recently performed at a silver-medal standar...

AlphaGeometry AlphaProof artificial intelligence formal reasoning IMO machine learning mathematics problem-solving

Sep 30, 2025

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Claude Sonnet 4.5 Is Transforming Enterprise AI on Databricks

Enterprises using Databricks now have direct access to Claude Sonnet 4.5, Anthropic’s powerful latest SOTA AI model. This integration empowers organizations to extract deeper insights from massive poo...

AI Claude Sonnet 4.5 Databricks data governance enterprise data generative AI machine learning

Sep 30, 2025

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How Foundation Models Are Transforming Scientific Discovery

Foundation models such as large language models have made waves in language processing and computer vision, but their leap into scientific disciplines is both exciting and complex. Scientific fields d...

data efficiency deep learning foundation models machine learning physical constraints scientific discovery time series forecasting uncertainty quantification

Sep 29, 2025

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Gemini Robotics 1.5: Transparent, Adaptable AI Agents

The age of intelligent robots operating alongside humans in real-world environments is rapidly approaching. With Google DeepMind's Gemini Robotics 1.5 and Gemini Robotics-ER 1.5, robots are making rem...

AI agents embodied intelligence Gemini Robotics general-purpose robots Google DeepMind machine learning robotics safety

Sep 27, 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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