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2 min read

Why Determinism Matters for AI Governance

David Klemme: Oct 13, 2025 10:36:48 AM

Ask a large language model the same question twice and it may not give the same answer. That might feel quirky when you’re debating pizza toppings with ChatGPT, but in regulated industries it’s a governance nightmare. Oversight depends on...

governance

5 min read

Deconstructing AI Failure Rates: Lessons from Historical Tech Adoption

David Klemme: Oct 8, 2025 12:48:56 PM

The recent MIT-NANDA report, "The GenAI Divide: State of AI in Business 2025," has echoed loudly across boardrooms and tech forums, warning that a...

governance

2 min read

AI Governance: Lessons from Two Decades of Data Mistakes

Tilman Mürle: Sep 19, 2025 9:46:40 AM

Twenty years ago, companies were racing to digitize customer data. CRM systems, analytics platforms and e-commerce exploded. Governance was an...

governance

1 min read

The Risks of Overcomplicated AI: Lessons from KPMG's 100-Page TaxBot

David Klemme: Sep 10, 2025 3:44:37 PM

KPMG recently unveiled a “TaxBot” powered by a 100-page prompt to generate draft tax advice in a single day. On paper, that looks impressive. In...

1 min read

Why Explainable AI Is Essential for Modern Business Compliance

Tilman Mürle: Aug 25, 2025 9:42:12 AM

Artificial intelligence is becoming part of critical business processes. From decision-making in finance to automation in operations, AI influences...