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Strategic insights on blockchain, AI, security, leadership, and career in an age of disruption.
Why AI Safety Needs Humans (Even When They Fail)
Anthropic's phishing test revealed humans fail 86% of approval checks—but replacing them with AI classifiers that miss 11% of threats isn't the answer. The real safety control is intentional human oversight when it matters.
Recent Essays
The AI Pricing Time Bomb: Your Strategy
You're paying 2% of true AI costs. Learn what happens when OpenAI and Anthropic reprice subscriptions and how to future-proof your workflows.
Own Your AI Systems or Become Their Tenant
Building and understanding your AI systems matters more than renting vendor solutions—inherited defaults that protect others won't protect you.
When Crypto Pivots Hide Security Failures
How Humanity Protocol's $36M hack and pivot to AI mirrors Mt. Gox's decline. What real accountability looks like in blockchain leadership.
Humanity Protocol's $36M Hack: Why Pivots Aren't Recovery
When crypto security failures lead to pivots instead of remediation, it's a red flag. Learn what real blockchain governance recovery requires.
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