News | Joshua Berkowitz

7 Articles

AI governance ×

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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