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

Why LinkedIn's AI Algorithm Really Punishes Generic Content
July 24, 2026·7 min read
AI

Why LinkedIn's AI Algorithm Really Punishes Generic Content

LinkedIn's 360Brew algorithm doesn't detect AI—it detects generic, templated writing. Learn why authenticity beats AI detection and how to use tools without losing your voice.

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#economic displacement

7 posts

AI Won't Reshape Work—How You Share the Gains Will
June 18, 2026Opinion

AI Won't Reshape Work—How You Share the Gains Will

AI will reshape labor markets like Ford's assembly line did. The question isn't whether change happens, but whether leaders share productivity gains or just cut costs.

AI Ate Entry-Level Jobs—Now We Need Apprenticeships
June 09, 2026Opinion

AI Ate Entry-Level Jobs—Now We Need Apprenticeships

AI automation is eliminating the grunt work that built professional judgment in junior employees. Leaders must rebuild structured apprenticeships to develop the next generation of decision-makers.

The Real Math Behind AI-Native Layoffs
May 11, 2026

The Real Math Behind AI-Native Layoffs

CEOs blame AI for restructuring, but the numbers tell a different story. Learn the diagnostic questions that reveal whether layoffs are genuine transformation or corrective hiring decisions.

AI Is Reshaping Legal Pricing—Your Industry Is Next
April 27, 2026Opinion

AI Is Reshaping Legal Pricing—Your Industry Is Next

Big law firms are cutting associate classes and shifting to fixed fees as AI transforms service delivery. Here's why this signals disruption across professional services.

Why Smart Contract Security Requires Economic Design
February 05, 2026Opinion

Why Smart Contract Security Requires Economic Design

DeFi exploits reveal the real vulnerability isn't code quality—it's economic incentives. Learn why legal action proves decentralization failed.

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 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.

Jay Schulman — Plan for Thursday