Content
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.
#economic displacement
7 posts
AI Won't Reshape Work—How You Share the Gains Will
AI will reshape labor markets like Ford's assembly line did. The question isn't whether change happens, but whether leaders share productivity gains or just cut costs.
AI Ate Entry-Level Jobs—Now We Need Apprenticeships
AI automation is eliminating the grunt work that built professional judgment in junior employees. Leaders must rebuild structured apprenticeships to develop the next generation of decision-makers.
The Real Math Behind AI-Native Layoffs
CEOs blame AI for restructuring, but the numbers tell a different story. Learn the diagnostic questions that reveal whether layoffs are genuine transformation or corrective hiring decisions.
AI Is Reshaping Legal Pricing—Your Industry Is Next
Big law firms are cutting associate classes and shifting to fixed fees as AI transforms service delivery. Here's why this signals disruption across professional services.
Why Smart Contract Security Requires Economic Design
DeFi exploits reveal the real vulnerability isn't code quality—it's economic incentives. Learn why legal action proves decentralization failed.
Should You Train AI to Replace Your Job?
Knowledge workers are voluntarily training AI to automate their roles for short-term pay. But the real cost of obsolescence is far higher than companies are offering.
AI Infrastructure Is Stealing Your City's Workers
Tech companies are outbidding governments for skilled labor and materials. The AI boom is reshaping which infrastructure gets built—and what gets abandoned.