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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.
#ai agents
15 posts
AI Trading with Real Money: What Finance Leaders Must Know
Six AI models are trading real crypto on Hyperliquid with $10,000 each. Here's why financial services leaders need to rethink compliance, risk, and accountability now.
AI Agent Skills: The Security Nightmare Nobody's Talking About
AI agents can access files, APIs, and move money—but we're downloading their capabilities from untrusted sources. Here's why agent skills pose a greater security risk than model jailbreaking.
The Director Model: Why Maker/Manager is Obsolete
AI agents are dissolving the maker/manager divide. The new role is director—orchestrating parallel systems while maintaining creative control and vision.