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Strategic insights on blockchain, AI, security, leadership, and career in an age of disruption.
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.
Recent Essays
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.
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.
Prediction Markets as Insurance: The Kalshi Hedge
A conference used prediction markets to hedge weather risk—turning a speculative exchange into an insurance desk. Here's why it works and what your CFO needs to know.
AI Won't Replace Your Judgment—Just Your Beatmatching
As AI automates technical skills, the real competitive advantage shifts from execution to judgment: knowing which correct answer matters most.
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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.
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.
Prediction Markets as Insurance: The Kalshi Hedge
A conference used prediction markets to hedge weather risk—turning a speculative exchange into an insurance desk. Here's why it works and what your CFO needs to know.
AI Won't Replace Your Judgment—Just Your Beatmatching
As AI automates technical skills, the real competitive advantage shifts from execution to judgment: knowing which correct answer matters most.
S&P's OpenZeppelin Bet: Risk Rating Meets Smart Contracts
S&P Global's acquisition of OpenZeppelin signals a watershed moment: traditional risk frameworks are now applied to blockchain infrastructure, fundamentally reshaping how institutions evaluate tokenized assets.
AI-Scaled Attacks: Your Risk Model Is Obsolete
Five federal agencies warned of AI-generated exploits targeting industrial systems. The real threat: attackers now scale expertise through automation, invalidating risk models built on scarcity.
AI Generation Is Free. Judgment Costs Everything
As AI generation costs plummet toward zero, the real competitive advantage shifts from model access to human judgment, review, and accountability — the costly work that actually gets work shipped.
When Your Career Pool Drains: Building Portable Skills
Great situations accelerate careers, but industries shift. Learn why situational agency requires mastering the skill of recognizing disruption before it hits.
Banks Going On-Chain Doesn't Mean Going Open
JPMorgan's blockchain deposit token isn't a pivot to open finance—it's regulated money on private rails. Banks are building walled gardens, not joining DeFi.
Security as a Subscription: The Cost of AI-Powered Attacks
AI agents now run 24/7 attacks on production code. Organizations must shift from periodic security testing to continuous defense—a standing cost that scales with software value.
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.