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

Where Your Best Talent Goes Before Numbers Change
July 27, 2026·6 min read
Leadership

Where Your Best Talent Goes Before Numbers Change

Top talent migration signals which roles lose pricing power before data shows it. Watch where ambitious employees go—it's a leading indicator of market repricing.

Recent Essays

#automation

57 posts

AI Disruption FUD Is Wrong—Here's What's Actually Worse
February 24, 2026Opinion

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
February 24, 2026Opinion

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
February 23, 2026Opinion

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.

Why Per-Seat Pricing Is Becoming Obsolete
February 16, 2026Opinion

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
February 10, 2026Opinion

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.

Market Access: Why Your Nephew Beats Hedge Funds
January 29, 2026Opinion

Market Access: Why Your Nephew Beats Hedge Funds

Institutional finance is losing the access game to retail traders with 24/7 market exposure. Explore how blockchain's permissionless design is reshaping market structure.

Should You Train AI to Replace Your Job?
January 27, 2026Opinion

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
January 19, 2026Opinion

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
January 15, 2026Opinion

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.

AI Language Models: Optimizing for the Wrong Thing
January 09, 2026Opinion

AI Language Models: Optimizing for the Wrong Thing

Explore why unaligned AI optimization—from newsfeeds to language models—creates unintended harm at scale, and what leaders must understand about AI risk.

AI Infrastructure Is Stealing Your City's Workers
December 29, 2025Opinion

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.

Stop Waiting for AI: Your Competition Already Started
December 22, 2025Opinion

Stop Waiting for AI: Your Competition Already Started

AI disruption isn't coming tomorrow—it's happening now. While most companies debate, competitors are shipping. Here's what you're missing.

Jay Schulman — Plan for Thursday