Content

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

AI Dependency: When Tools Replace Your Judgment
July 30, 2026·8 min read
AI

AI Dependency: When Tools Replace Your Judgment

AI isn't replacing grunt work—it's replacing judgment. Discover why losing the ability to catch AI errors is riskier than depending on the technology itself.

Recent Essays

All Content

696 posts

AI Dependency: When Tools Replace Your Judgment
July 30, 2026

AI Dependency: When Tools Replace Your Judgment

AI isn't replacing grunt work—it's replacing judgment. Discover why losing the ability to catch AI errors is riskier than depending on the technology itself.

AI Costs Are Rising—Here's How to Control Them
July 29, 2026

AI Costs Are Rising—Here's How to Control Them

Enterprise AI spending is accelerating despite falling per-token prices. CFOs need usage-based cost controls and real-time observability to prevent budget overruns.

Design Problems Can't Be Trained Away
July 28, 2026

Design Problems Can't Be Trained Away

Why behavioral fixes fail: Echo chambers formed in AI networks with no toxicity input, revealing structural design flaws that training can't solve.

Where Your Best Talent Goes Before Numbers Change
July 27, 2026

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.

Why LinkedIn's AI Algorithm Really Punishes Generic Content
July 24, 2026

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.

When Employees Become Your AI Training Data
July 23, 2026

When Employees Become Your AI Training Data

Meta's leaked employee monitoring program reveals how companies are harvesting worker data to train AI. Here's what leaders need to know before turning talent into datasets.

The Missing Word in Crypto's Moat Strategy
July 22, 2026

The Missing Word in Crypto's Moat Strategy

Explore why open blockchains need trust, not just low fees, to build sustainable competitive advantages beyond transaction volume.

Why Your Best Security Fixes Backfire
July 21, 2026

Why Your Best Security Fixes Backfire

Complex systems resist simple fixes. Learn why governance controls often amplify the problems they solve—and how to think ahead.

AI Job Disruption: The Silent Reallocation Already Underway
July 20, 2026

AI Job Disruption: The Silent Reallocation Already Underway

ECB data reveals AI isn't causing mass unemployment—it's quietly reshaping roles. High-risk jobs grew 15% slower, employment fell 4%. The real risk isn't extinction; it's wage stagnation.

AI Collapsed the Cost of Leverage—Here's Why
July 18, 2026

AI Collapsed the Cost of Leverage—Here's Why

AI is democratizing entrepreneurship by reducing team costs, shifting career value from institutional affiliation to individual leverage and expertise assembly.

Device Code Phishing: The MFA Bypass Nobody Sees
July 17, 2026

Device Code Phishing: The MFA Bypass Nobody Sees

340 organizations fell victim to device code phishing that bypasses MFA by exploiting Microsoft's legitimate login flow. Learn how attackers weaponize authentication without faking the destination.

Tokenized Stocks Just Went Live. Here's Why It Matters.
July 16, 2026

Tokenized Stocks Just Went Live. Here's Why It Matters.

The DTCC tokenized real stocks on blockchain in July. It works—but doesn't count yet. Here's what financial leaders need to do now.

Blog — Blockchain, AI & Leadership Strategy | Jay Schulman