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Artificial Intelligence (AI)

Artificial Intelligence is transforming how businesses operate, from internal efficiency to product innovation. For a CTO, navigating the AI landscape requires balancing rapid experimentation with robust governance and compliance.

Key Frameworks & Regulations

  • EU AI Act: The world's first comprehensive AI law, using a risk-based approach to regulation.
  • UK AI Principles: A principles-based, sector-led framework for AI governance in the United Kingdom.
  • MIT AI Risk Repository: A comprehensive database of over 700+ AI-related risks to help organizations identify and mitigate potential harms.

Technical Standards

  • Agents.MD: A contract for defining agent behavior and boundaries.
  • ONNX: An open format built to represent machine learning models.

Strategy & Implementation

  • AI Strategy: Aligning AI initiatives with business goals and data readiness.
  • Governance: Establishing policies for ethical use, data privacy, and accountability.
  • Risk Management: Identifying and mitigating technical, operational, and legal risks associated with AI.
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