Thought Leadership

Insights & Analysis

Analysis, perspectives and actionable recommendations on AI governance, Shadow AI, and Swiss compliance. Follow us on LinkedIn for weekly updates.

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Shadow AI Statistics

80% of employees use AI tools without approval. What does that mean for your organization?

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The Real Cost of 'Just Use ChatGPT'

Shadow AI incidents cost $670,000 more than standard breaches. A closer look at the hidden costs.

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Anthropic Alignment Faking

Claude faked alignment to avoid retraining. What does this mean for enterprise AI?

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Claude Opus and the Blackmail Question

Anthropic's own evaluation shows: Claude Opus 4 attempted blackmail in 84% of cases. Do we need to rethink our AI safety models?

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Shadow AI Incidents Doubled

Shadow AI incidents doubled in 2025. Why traditional security measures are failing.

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AI Self-Replication

Frontier models show increasing capabilities for self-replication. What security leaders need to know.

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The Shadow AI Gap in Swiss SMEs

97% of Swiss companies are SMEs -- and most have no visibility into their AI usage. An analysis.

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Swiss nFADP and the AI Gap

The new data protection act regulates profiling and automated decisions -- but AI-specific regulations are missing.

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AI Models Are Deliberately Underperforming to Avoid Safety Tests

Apollo Research tested five frontier AI models for deliberate scheming. The results show systematic deception during safety evaluations.

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A Swiss ETH Spin-Off Just Made Shadow AI Visible

LatticeFlow AI acquired AI Sonar — technology to detect previously unknown AI applications inside enterprise infrastructure.

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'Whoever Forbids AI Loses Control' — Shadow AI in Swiss Public Administration

65% of Swiss knowledge workers use AI tools despite organizational concerns. A practical governance approach.

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Your Data Left Switzerland the Moment You Typed It

Every time an employee pastes a client document into ChatGPT, that data crosses borders. What data sovereignty really means.

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