Content
Strategic insights on blockchain, AI, security, leadership, and career in an age of disruption.

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.
Recent Essays

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AI-Scaled Attacks: Your Risk Model Is Obsolete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 disruption
71 posts

How AI Agents Will Unbundle Data Subscriptions
Transaction costs, not value, keep data bundled today. AI agents will atomize purchases, collapsing subscriptions by buying only what's needed, when needed.

Bloomberg's $24K Terminal vs. AI Agents: The Data Unbundling
AI agents are dismantling bundled financial data by enabling micro-transactions. Discover why Bloomberg terminals may become obsolete by 2030.

AI Disruption FUD Is Wrong—Here's What's Actually Worse
Forget dramatic AI disruption. The real threat is quiet margin compression and role obsolescence as incumbents absorb AI. Learn why noticing slow shifts beats panic.

AI Output Is Untrusted Input: A Security Framework
Stop treating AI as special. Apply your existing security protocols for untrusted data to AI output—verify before deployment, same as external code.

Why Solo AI Builders Are Your Market Canaries
Solo developers using AI are discovering pricing models and tools enterprises will demand in 2-3 years. Watch them to predict your future market.

Quantum Computing's Error Correction Breakthrough
Google's Willow chip demonstrated exponential error correction, proving quantum scalability is achievable. Organizations must update their quantum strategy now.

Why Per-Seat Pricing Is Becoming Obsolete
Stablecoins and AI agents are eliminating the infrastructure and cognitive bottlenecks that made subscription pricing necessary. The shift to granular, agent-driven purchasing is inevitable.

AI Is Collapsing Vertical SaaS—Legal Tech First
General-purpose AI is replacing specialized software across industries. Legal tech vendors face elimination as Claude and similar models handle contract review, research, and automation in one platform.

AI Security Theater: Why Confirmation Prompts Fail
Explicit approval requirements don't secure AI systems—they create false confidence. Real AI security requires architectural input validation, not procedural friction.

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 in Healthcare: The 30-Second Revolution Nobody's Talking About
Healthcare AI isn't replacing doctors—it's eliminating repetitive tasks. But efficiency gains create economic pressure that could change everything.

AI Doesn't Replace Programmers—It Eliminates Friction
Stop asking if AI replaces developers. The real shift: AI removes tedious work, letting programmers focus on high-value problem-solving and architecture decisions that require actual thinking.