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Out of Sight, Out of Control: Why Data Governance and Observability Will Define the Success of Your Sovereign AI

  Copy link into your clipboard //science-technology.news-articles.net/content/2 .. ill-define-the-success-of-your-sovereign-ai.html
  Print publication without navigation Published in Science and Technology on by MSN
          🞛 This publication is a summary or evaluation of another publication 🞛 This publication contains editorial commentary or bias from the source
There's a popular concept that frames control as three concentric circles. At the center is the circle of control (where everyone wants to be). Surrounding it is the circle of influence, where one has some sway but no certainty.
The article from MSN discusses the critical role of data governance and observability in the success of Sovereign AI, which refers to AI systems that operate within the legal and ethical frameworks of a specific country or region. It highlights that as AI technologies become more integrated into various sectors, the need for robust data management practices becomes paramount. Data governance ensures that data is managed in compliance with local laws, ethical standards, and organizational policies, which is crucial for maintaining trust and operational integrity. Observability, on the other hand, involves monitoring and understanding the internal states of AI systems to ensure they perform as intended, providing transparency and control over AI operations. The piece argues that without effective data governance, AI could lead to unintended consequences like data breaches or biased decision-making. Furthermore, observability helps in troubleshooting, optimizing, and securing AI systems, making it indispensable for the reliable deployment of Sovereign AI. The article concludes that organizations must prioritize these aspects to harness the full potential of AI while mitigating risks associated with data misuse and system failures.

Read the Full MSN Article at:
[ https://www.msn.com/en-us/technology/data-science/out-of-sight-out-of-control-why-data-governance-and-observability-will-define-the-success-of-your-sovereign-ai/ar-AA1you15 ]