Blog Posts | Joshua Berkowitz

186 Articles

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How Apache Spark’s Real-Time Mode Delivers Millisecond Latency for Streaming Applications

Today’s organizations rely on real-time insights to stay competitive. Apache Spark Structured Streaming has introduced a groundbreaking real-time mode, empowering data teams to process streaming event...

Apache Spark Databricks fraud detection low latency machine learning real-time streaming stream processing

Dec 6, 2025

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How MIT’s Adaptive Reasoning Makes AI Smarter and Greener

MIT researchers have unveiled a breakthrough method that enables large language models (LLMs) to dynamically manage their computational resources according to the challenge at hand. This leap in effic...

adaptive reasoning artificial intelligence energy efficiency large language models machine learning process reward model uncertainty calibration

Dec 6, 2025

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Reinforcement Fine-Tuning: Amazon Bedrock's Breakthrough for Smarter AI Models

Adapting AI models for business is often a trade-off between generic tools and high-cost, complex customization. Amazon Bedrock is revolutionizing this landscape by introducing reinforcement fine-tuni...

AI customization Amazon Bedrock AWS machine learning model deployment model fine-tuning reinforcement learning

Dec 6, 2025

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ChemXploreML: Making Machine Learning Accessible for Chemistry Research

Imagine a world where chemists can predict the properties of new molecules in minutes, not weeks, without expensive equipment or deep programming knowledge. That vision is closer than ever, thanks to ...

artificial intelligence chemistry drug discovery machine learning molecular properties scientific innovation software tools

Nov 30, 2025

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CoreWeave's Acquisition of OpenPipe: A New Era for AI Cloud Innovation

The pace of artificial intelligence breakthroughs is picking up, and CoreWeave’s recent acquisition of OpenPipe demonstrates a bold commitment to advancing the field. By incorporating OpenPipe’s reinf...

agent training AI cloud cloud infrastructure CoreWeave enterprise AI machine learning OpenPipe reinforcement learning

Nov 30, 2025

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Databricks Unveils Distributed Machine Learning on Serverless and Standard Clusters

Databricks is lowering the barriers to powerful machine learning (ML) by introducing distributed ML on both serverless and standard clusters, now in public preview. This advancement streamlines the sc...

Databricks data governance distributed ML Lakeguard machine learning Optuna serverless Spark MLlib

Nov 25, 2025

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Exploring Meta’s Segment Anything Model 3: Pushing the Boundaries of Computer Vision

Artificial intelligence has been transforming how we interact with visual data, and Meta’s Segment Anything Model 3 (SAM3) is leading the charge. SAM3 stands out as a game-changer in computer vision, ...

AI research computer vision image segmentation machine learning Meta AI open source SAM3

Nov 25, 2025

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Claude Opus 4.5: Setting a New Benchmark for AI Productivity

Anthropic's new Claude Opus 4.5 model signals a potentially substantial leap forward in artificial intelligence, offering smarter, more efficient support for coding, research, and productivity tasks. ...

AI development AI safety Claude Opus 4.5 developer platform machine learning productivity tools software engineering

Nov 25, 2025

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Google DeepMind’s Real-Time Speech-to-Speech Translation: Breaking Language Barriers Instantly

Speakingwith someone in a different language just got easier thanks to developments from Google. DeepMind's new end-to-end speech-to-speech translation (S2ST) model is shrinking live translation delay...

audio technology Google DeepMind machine learning multilingual communication natural language processing real-time AI speech translation

Nov 20, 2025

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MIT’s AI Is Revolutionizing CAD Design for Everyone

To transform a rough 2D sketch into a sophisticated 3D design you no longer need to spend months mastering complex CAD software. Thanks to MIT engineers, designers now can access an AI agent that inte...

3D modeling AI CAD design automation engineering machine learning user interface VideoCAD

Nov 19, 2025

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Bridging Minds and Machines: Phillip Isola’s Mission to Unravel Intelligence

What do animals, humans, and artificial intelligence truly share at their core? Associate Professor Phillip Isola of MIT is dedicated to decoding this question by exploring the computational underpinn...

AI artificial general intelligence cognitive science human intelligence machine learning representation learning self-supervised learning

Nov 18, 2025

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Replicate and Cloudflare: Forging a Stronger AI Ecosystem for Developers

Replicate’s recent partnership with Cloudflare marks a significant turning point for both organizations and their developer communities. This collaboration isn’t about reinventing the wheel but about ...

AI infrastructure APIs cloud computing Cloudflare developer tools integration machine learning Replicate

Nov 18, 2025

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