When AI Goes Wrong: Governance and Compliance with Armilla’s AI’s Karthik Ramakrishnan

'AI-First' has replaced 'Data-Driven'. AI technology must be integrated into systems, teams, tools, and products to survive. But what about the legal and compliance?

Ramakrishnan has been at the forefront of AI adoption for enterprises, having held executive and advisory roles at Element AI and Perpetua Labs. Currently, he's co-founder and CEO at Armilla AI, which is pioneering insurance for organizations that train, develop and deploy AI systems:

• The real decision makers behind AI initiatives
• Top-down regulations vs. bottom-up ethical AI
• Black box AI systems + best practices for model testing
• "Ground truths" for compliant and ethical systems
• Existing frameworks for compliance
• Contingencies and repairing trust

More:

• Karthik Ramakrishnan
• AI Maturity Framework
• Leadership in Insurance Podcast
• Navigating Code Quirks & Corporate Quandaries
• 2024 Predictions: Regulation, Risk, and Innovation

References:

• Lawsuits - Air Canada, Cigna, State Farm
• AI is changing cybersecurity
• Red teaming: Guide to testing AI models
• Kathy Baxter + Salesforce: AI Ethics Maturity Model
• EU AI Act
• Automation In History
• Chief AI Officer
• Existing Standards
  • NIST
  • ISO/IEC 42001
• Responsible AI (RAI)
  • McKinsey
  • Microsoft
  • Google

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Disclaimer: The opinions expressed in this episode are personal and do not reflect the official stance of any organization. Content is for informational purposes only.