Blog Posts | Joshua Berkowitz

76 Articles

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CUGA on Hugging Face: IBM Brings Configurable AI Agents to Everyone

Building adaptable AI agents has required navigating complex orchestration and confronting limited flexibility. CUGA offers a robust open-source framework thatsimplifies the process, CUGA empowering u...

agent frameworks AI agents automation enterprise AI Groq Hugging Face Langflow open source

Dec 30, 2025

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Nemotron 3: NVIDIA’s Leap Forward in Open, Agentic AI

NVIDIA’s release of the Nemotron 3 family of open models marks a significant turning point for agentic AI. Designed to move beyond traditional single-model chatbots, Nemotron 3 empowers developers to ...

agentic AI AI development enterprise AI mixture-of-experts Nemotron 3 NVIDIA open models reinforcement learning

Dec 26, 2025

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Configurable AI Agents: How CUGA Is Transforming Workflow Automation

AI agents already going beyond rigid scripts to handle complex, evolving tasks and adapt to any workflow or domain. CUGA is a next-generation, open-source AI agent framework now available on Hugging F...

AI agents automation enterprise AI Groq Hugging Face Langflow open source workflow automation

Dec 26, 2025

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Microsoft Copilot Studio’s November 2025 Update: Ushering in the Next Era of AI-Powered Workflows

Microsoft Copilot Studio’s November 2025 update brings transformative capabilities for organizations seeking to fully harness AI in their daily operations. With game-changing features announced at Mic...

Agent Builder AI agents Copilot Studio enterprise AI GPT-5 human-in-the-loop SharePoint integration workflow automation

Dec 26, 2025

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How Microsoft’s AI Agents Are Transforming Enterprises in 2025

2025 is shaping up to be a transformative year for enterprise AI, with Microsoft at the forefront of innovation. Organizations are moving beyond passive use of digital tools and embracing active colla...

AI agents automation Copilot Edge browser enterprise AI GPT-5 Microsoft voice assistants

Dec 26, 2025

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The Art of LLM System Design: Navigating Choices for Maximum Impact

In today’s fast-changing AI landscape, picking the right large language model (LLM) is both a challenge and a strategic imperative for business processes. With models continually emerging, each offeri...

AI strategy cost optimization enterprise AI inference LLM model selection open models system design

Dec 21, 2025

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Empowering AI with Data Grounding and Custom Model Training: Microsoft Foundry’s Approach

AI can transform businesses, but simply deploying powerful models isn’t enough. To create real value, organizations need to connect AI with their own data, customize it for their unique challenges, an...

agent orchestration ai workflows azure ai custom model training data grounding enterprise AI retrieval augmented generation

Dec 19, 2025

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How Gemini Deep Research Agent Revolutionizes Automated Research

Google's Gemini Deep Research agent is now available via the Interactions API, allowing you to effortlessly scour the web, synthesize complex information, and produce accurate research reports, settin...

AI research automation benchmarking DeepSearchQA developer tools enterprise AI Gemini API information synthesis

Dec 11, 2025

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Apriel-1.6-15B-Thinker: Redefining Multimodal AI Efficiency

ServiceNow's Apriel-1.6-15B-Thinker is setting a new standard for efficient and accessible AI. This breakthrough model emphasizes how smart data strategies and targeted training can enable smaller mod...

AI benchmarks efficient models enterprise AI multimodal AI reinforcement learning ServiceNow AI supervised finetuning token efficiency

Dec 11, 2025

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OfficeQA: The Next Frontier in AI Enterprise Reasoning Evaluation

The evolution of AI agents has brought us closer to automating complex business tasks, yet measuring their true capabilities remains a challenge. Databricks' OfficeQA is anewly released, open-source b...

AI benchmarking AI evaluation Databricks data retrieval document intelligence enterprise AI grounded reasoning OfficeQA

Dec 11, 2025

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Agentex: Transforming Enterprise AI Agent Orchestration

Orchestrating AI agents in enterprise settings is not only a technical challenge, it's a pivotal requirement for organizations aiming to automate complex, mission-critical workflows to extract the max...

agent infrastructure AI agents enterprise AI Kubernetes open source Python SDK Scale AI workflow automation

Dec 9, 2025

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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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