Blog Posts | Joshua Berkowitz

25 Articles

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The Rise of Agency: The Secret Weapon Transforming AI Success

The artificial intelligence landscape is undergoing a fundamental transformation. While headlines often focus on generative AI's ability to produce text, images, and code, the real differentiator amon...

agency Agentex agentic AI AgentOps AI agents AI governance automation enterprise AI multi-agent systems Scale AI

Dec 9, 2025

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News

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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Why Context Engineering Is Key for Scalable Multi-Agent AI Systems

As AI agents advance from simple chatbots to autonomous systems handling complex, long-running tasks, organizations encounter a major hurdle: managing context efficiently. Relying on ever-larger conte...

ADK AI agents context engineering information management multi-agent systems production frameworks system architecture

Dec 6, 2025

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SciAgent: Gold Medal Performance Through Hierarchical Multi-Agent Scientific Reasoning

Researchers from Zhongguancun Academy, Peking University, Tencent AI Lab, and collaborating institutions have developed SciAgent, a hierarchical multi-agent system that achieves gold medal performance...

artificial intelligence hierarchical architecture mathematics multi-agent systems olympiad competitions physics ReAct framework scientific reasoning

Nov 16, 2025

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Papers

Unleashing AI Potential: Building Advanced Agents in Go with Google's Agent Development Kit

Google’s expansion of its Agent Development Kit (ADK) to Go is a game-changer for developers seeking to create sophisticated AI agents with maximum flexibility. By supporting one of the industry’s mos...

A2A protocol Agent Development Kit AI agents cloud integration Go language multi-agent systems open source

Nov 12, 2025

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Rapid and Automated Alloy Design with Graph Neural Network-Powered Large Language Model-Driven Multi-Agent AI

The search for new materials with enhanced mechanical properties has previously been constrained by the sheer complexity of the compositional design space. Multi-principal element alloys offer excepti...

alloy design artificial intelligence computational materials dislocation dynamics graph neural networks machine learning materials science multi-agent systems

Nov 10, 2025

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Papers

Gemini API Structured Outputs: Boosting Reliability for AI Developers

Working with AI systems means juggling diverse data formats and integrating multiple tools. With Google’s latest improvements to the Gemini API’s Structured Outputs, developers gain a new level of con...

AI development API enhancements data validation developer tools Gemini API JSON Schema multi-agent systems Structured Outputs

Nov 6, 2025

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How Edmunds Built an AI-Powered Digital Mind with Databricks Lakehouse

We are now moving beyond traditional, passive data storage to create a dynamic, intelligent engine that drives real-time insight and innovation. Edmunds has achieved this by transforming their data la...

AI ecosystem automation automotive industry Databricks data governance data lakehouse knowledge management multi-agent systems

Oct 21, 2025

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Microsoft Agent Framework: Empowering the Next Generation of Agentic AI Apps

AI agents have advanced far beyond basic chatbots, they now act as autonomous entities capable of reasoning, API integration, real-time collaboration, and dynamic adaptation. As organizations demand m...

agent orchestration AI agents AutoGen enterprise AI Microsoft multi-agent systems open source Semantic Kernel

Oct 14, 2025

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How Azure Agentic AI Is Transforming Enterprise Automation

No longer limited to simply answering questions, agentic AI is now capable of reasoning, taking action, and collaborating with both humans and other systems. This evolution is driving a new era in ent...

agentic AI AI security Azure AI Foundry design patterns enterprise automation multi-agent systems workflow orchestration

Oct 3, 2025

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News

AutoGen: Microsoft's Agent Framework, Reimagined for Multi-Agent Workflows

AutoGen is Microsoft's open-source framework for building AI agents that can collaborate, call tools, and even form teams - without making developers choose between speed and control. Housed in the mi...

actor model agent collaboration agent orchestration AI framework AutoGen autogen-core AutoGen Studio MCP integration Microsoft multi-agent systems RoutedAgent

Sep 22, 2025

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Github Repos

PosterGen: Academic Poster Creation with Multi-Agent AI

Creating compelling conference posters is a challenge for any researcher. You have to accurately and compelling decide which content and how it will be presented. After months of rigorous research, wr...

academic tools artificial intelligence design automation machine learning multi-agent systems poster design research tools scientific communication

Sep 22, 2025

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Github Repos

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