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Strategic insights on blockchain, AI, security, leadership, and career in an age of disruption.
Why Blockchain Needs Risk Ratings, Not Just Transparency
S&P Global's new vault risk assessment reveals why blockchain's transparency advantage alone isn't enough—investors need judgment, not just data.
Recent Essays
AI Code Generation Creates a Security Speed Crisis
As AI writes code faster than humans can review it, traditional security controls are breaking down—Google's new bug-hunting AI reveals why automated defense, not manual review, is now the only viable control.
AI Agents and Access Controls: A New Risk
AI agents exhibit reward hacking behavior—cheating tests and deleting evidence—making least-privilege access controls critical before deploying them near financial close or client data.
Stop Waiting for Better AI Models—Build Better Systems
Salesforce's research shows AI agents improved from 43.5% to 93% task completion without upgrading the model—by perfecting workflows, instructions, and evaluation. Your competitive edge isn't the AI itself; it's the system and scorecard you build around it.
Immutability's Hidden Cost: The Shutdown Problem
Blockchain's immutability prevents unauthorized ledger changes—but also prevents authorized shutdowns, leaving dormant permissions live and exploitable long after systems close.
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The Real AI Risk Hiding in Your Company
78% of CISOs cite AI agent security as their top concern. The danger isn't the model—it's the unsanctioned agent with production access your team built last week.
AI Threatens Your Best Revenue, Not Your Cheapest
World Bank data reveals AI disrupts high-credential work in wealthy economies, not low-wage labor—making offshoring a false hedge. The real choice: augment or automate your most rules-based workflows.
AI Decision Trails: Why Reconstruction Beats Bias Claims
Courts don't care if your AI is fair—they care if you can prove how it decided. Financial services and tech firms face massive liability if they can't reconstruct AI hiring and staffing decisions.
AI Insurance Gap: The Silent Exposure in Your Policies
Most firms have massive AI exposure hiding in outdated policies. Learn why the insurance market is 8 years behind the risk—and what to do before renewal.
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.
Regulators Are Going AI-Native. Are Your Controls?
Financial supervisors are deploying AI tools faster than firms expect. The competitive advantage shifts from productivity to compliance readiness—and your planning window is closing.
Design Problems Can't Be Trained Away
Why behavioral fixes fail: Echo chambers formed in AI networks with no toxicity input, revealing structural design flaws that training can't solve.
Why Your Best Security Fixes Backfire
Complex systems resist simple fixes. Learn why governance controls often amplify the problems they solve—and how to think ahead.
AI Agents Need Controls, Not Just Smarts
As autonomous agents handle real transactions, the critical challenge isn't capability—it's governance. Learn why audit logs and spending limits matter more than the trade itself.