Blog Posts | Joshua Berkowitz

11 Articles

AI governance ×

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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Agency: The Secret Weapon Transforming AI Success

The AI landscape is rapidly evolving, and the real differentiator among industry leaders is agency . Instead of relying on passive AI systems, organizations are embracing autonomous agents that proact...

agency Agentex agentic operations AI agents AI governance AI strategy automation enterprise AI

Dec 9, 2025

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Databricks Unveils General Availability of Native OpenAI Models for Enterprises

You can now leverage the power of OpenAI’s most advanced models, such as GPT-5, right where your organizational data resides. Databricks has announced that OpenAI models are now generally available on...

AI governance AI integration AI models Databricks Data intelligence Enterprise AI GPT-5 OpenAI

Nov 10, 2025

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From Pilot to Production: Building Custom AI Judges with Databricks

Transitioning generative AI (GenAI) projects from pilot to production is a common stumbling block. Many organizations struggle to measure and meet quality requirements, which are critical for ensuring...

AI evaluation AI governance Databricks GenAI Judge Builder LLM judges subject matter experts

Nov 10, 2025

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How to Build AI Systems You Can Trust: A Guide to Reliability in Practice

The promise of artificial intelligence is everywhere, but true impact comes from AI systems that perform reliably in unpredictable, high-stakes environments. When AI fails in production, it can trigge...

AI governance AI reliability AI testing data quality MLOps model drift model monitoring observability

Oct 25, 2025

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Open Source MetricFlow Is Transforming Trust in Business Metrics for AI and Analytics

Organizations today face increasing pressure to define and trust their business metrics especially as analytics and AI become central to decision-making. dbt Labs' open sourcing of MetricFlow under th...

AI governance business metrics data interoperability dbt Labs MetricFlow open source semantic layer

Oct 16, 2025

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IBM Unleashes Next-Gen AI Tools and Infrastructure to Accelerate Enterprise Transformation

Artificial intelligence is rapidly becoming the foundation for competitive success, yet many organizations still struggle to move beyond pilots and prototypes. IBM’s recent announcements at TechXchang...

agentic orchestration AI governance developer tools enterprise AI hybrid cloud IBM infrastructure automation mainframe

Oct 13, 2025

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IBM Unveils Game-Changing AI and Infrastructure Tools for Enterprise Transformation

AI is moving from buzzword to business backbone. IBM’s latest announcements at TechXchange 2025 signal a pivotal shift: enterprises are operationalizing it for real-world impact. These new offerings p...

agentic orchestration AI governance developer productivity enterprise AI hybrid cloud IBM infrastructure automation project Bob

Oct 10, 2025

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AGNTCY Ushers in the “Internet of Agents” by Joining the Linux Foundation

AGNTCY , an Agent framework backed by leading tech companies including Cisco, Dell and Google, has donated its entire multi-agent framework to the Linux Foundation. This move tackles a pressing c...

agentic AI AGNTCY AI governance AI interoperability enterprise AI Linux Foundation multi-agent systems open source

Sep 11, 2025

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Databricks MLflow 3.0: AI Experimentation and Governance for Enterprises

AI development is moving faster than ever, but managing experiments, tracking quality, and maintaining oversight can be a tangled mess. MLflow 3.0 changes the game by bringing traditional ML, deep lea...

AI governance Databricks Generative AI MLflow MLOps Model versioning Observability Quality evaluation

Jun 15, 2025

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Building Human-Centered AI: Microsoft Research’s Blueprint for Societal Impact

Artificial intelligence is no longer just a technical marvel, its real-world impact on individuals and communities is taking center stage. The conversation is shifting from what AI can do to how it sh...

AI ethics AI governance human-centered AI interdisciplinary research responsible AI societal impact technology policy

May 14, 2025

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