Blog Posts | Joshua Berkowitz

590 Articles

2025 ×

MIT’s TX-GAIN: Transforming AI Research with Unmatched Supercomputing Power

MIT Lincoln Laboratory is poised to accelerate artificial intelligence breakthroughs with the fastest university-based AI supercomputer in the U.S. thanks to the launch of TX-Generative AI Next (TX-GA...

artificial intelligence biodefense collaboration cybersecurity energy efficiency generative AI MIT research supercomputing

Dec 6, 2025

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How Yale Graduate Students Are Leading the Charge for Science Communication

When federal research funding came under threat in early 2025, Yale graduate students chose action over anxiety. They quickly mobilized to advocate for science, sparking a grassroots movement that und...

advocacy federal funding graduate students op-eds public engagement science communication STEM policy

Dec 6, 2025

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Unlocking AI Agent Potential: Mastering Context Engineering

As artificial intelligence agents grow more capable, a new discipline called context engineering is redefining how we wield the power of large language models (LLMs). Rather than simply crafting cleve...

agentic search AI agents context engineering context management LLMs long-horizon tasks prompt engineering tool design

Dec 6, 2025

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Unlocking LLM Efficiency: The Critical Role of KV-Cache and Smart Scheduling

As large language models (LLMs) become foundational to modern AI applications, many teams focus on model architecture and hardware but the real game-changer often lies in how efficiently you manage th...

AI performance cloud AI distributed inference KV-cache llm-d prefix caching scheduling vLLM

Dec 6, 2025

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How the Open Agentic Web Stack Is Transforming Enterprise AI

Imagine a workplace where autonomous AI agents seamlessly make decisions, collaborate across organizations, and drive business outcomes—all with minimal human intervention. This vision is quickly beco...

agentic web AI agents Azure AI Foundry enterprise AI governance multi-agent systems open standards

Dec 6, 2025

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The Cosmic Wobble: A Breakthrough in Understanding Planet Formation

Scientists at the Princeton Plasma Physics Laboratory (PPPL) recently uncovered a new mechanism that may explain how planets take shape from swirling disks of matter around stars and black holes. By s...

accretion disks astrophysics laboratory experiments magnetic fields magnetorotational instability planet formation plasma physics turbulence

Dec 6, 2025

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Bridging the Security Gap: How Omniglot Shields Modern Code from Legacy Vulnerabilities

Much of today’s critical digital infrastructure still relies on the C programming language, a foundational technology that lacks modern safety features. This ongoing dependence exposes sectors like ba...

C programming cybersecurity legacy code memory safety Omniglot programming tools Rust language software security

Dec 6, 2025

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Unlocking the Hidden Value of Cannabis Leaves: Rare Compounds and New Opportunities

Most people focus on the well-known cannabinoids in cannabis, but recent research from Stellenbosch University reveals the plant contains a treasure trove of rare, potentially valuable compounds espec...

analytical chemistry biomedical research cannabis cannabis leaves flavoalkaloids pharmaceuticals phenolic compounds plant chemistry

Dec 6, 2025

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How Align Evals Is Updating LLM Evaluator Alignment

Ensuring large language model (LLM) applications truly meet user needs is challenging. Automated evaluation tools often miss the mark, producing scores that don't always align with real human judgment...

AI evaluation alignment developer tools evaluation LangChain LLM product update prompt engineering

Dec 6, 2025

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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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