90% of AI models and algorithms inside organizations are unknown to the organization itself. When infrastructure goes down in an agentic world, you don’t just lose connectivity — you lose context, while autonomous agents may already be mid-conversation with other systems. This panel brings together cybersecurity veterans, AI governance experts, and a Silicon Valley entrepreneur to debate digital infrastructure risk in 2026.

WHAT THIS PANEL COVERS

• Why AI should be treated like an adolescent: powerful but not yet mature enough for unsupervised access — parenting, not relying
• The hidden SaaS surveillance problem: how embedded AI models inside enterprise software are reading audio files and selling functional data without corporate knowledge
• Why the European Commission’s €200 billion tech subsidy program flows to B2B companies when European values have always centered on the middle class
• The case for data sovereignty: why Will.i.am told a Stanford/MIT audience to stop giving tech companies their data, and why even the biggest extractors don’t know you well enough for precision action
• How hybrid and private cloud architectures are resurging as companies realize that diversification — not consolidation — is the path to resilience

PANELISTS

• Mike Butcher — Technology Journalist & Founder, PathFounders (Moderator)
• Sebastian — Founder, AI and Partners
• Tammy Shuring — CEO & Co-Founder, Polymathic
• Additional panelists on AI infrastructure and cybersecurity

unDavos is a community-driven summit running during WEF week in Davos, democratizing the conversation around global challenges.

🌐 undavos.com

Tags: digital infrastructure, AI governance, cybersecurity, cloud computing, data sovereignty, agentic AI, operational stability, data privacy, enterprise security, cloud concentration, hybrid cloud, SaaS, AI safety, tech regulation, European tech, data centers, unDavos, Davos 2026, WEF