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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

#ai disruption

71 posts

How AI Agents Will Unbundle Data Subscriptions
March 05, 2026Opinion

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
February 26, 2026Opinion

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
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.

Quantum Computing's Error Correction Breakthrough
February 20, 2026Opinion

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
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.

AI Security Theater: Why Confirmation Prompts Fail
February 06, 2026Opinion

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?
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.

Jay Schulman — Plan for Thursday