Content

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

Stop Auditing Code, Start Securing Keys
August 19, 2026·7 min read
Blockchain

Stop Auditing Code, Start Securing Keys

40% of crypto losses stem from stolen private keys, not smart contracts. Most security budgets target the wrong attack surface entirely.

Recent Essays

All Content

714 posts

Stop Auditing Code, Start Securing Keys
August 19, 2026

Stop Auditing Code, Start Securing Keys

40% of crypto losses stem from stolen private keys, not smart contracts. Most security budgets target the wrong attack surface entirely.

AI Privacy: The Question Enterprise Leaders Must Ask
August 18, 2026

AI Privacy: The Question Enterprise Leaders Must Ask

Enterprise AI buying is shifting from capability to privacy. Learn why 'what does it remember?' is now the critical vendor evaluation question.

Your Loop, Not Theirs: AI Agents as Team Members
August 17, 2026

Your Loop, Not Theirs: AI Agents as Team Members

Reframe 'human in the loop' as your process with AI agents as team members, not checkpoints. Unreviewable outputs signal lost authority.

Why AI Safety Needs Humans (Even When They Fail)
August 15, 2026

Why AI Safety Needs Humans (Even When They Fail)

Anthropic's phishing test revealed humans fail 86% of approval checks—but replacing them with AI classifiers that miss 11% of threats isn't the answer. The real safety control is intentional human oversight when it matters.

The AI Pricing Time Bomb: Your Strategy
August 14, 2026

The AI Pricing Time Bomb: Your Strategy

You're paying 2% of true AI costs. Learn what happens when OpenAI and Anthropic reprice subscriptions and how to future-proof your workflows.

Own Your AI Systems or Become Their Tenant
August 13, 2026

Own Your AI Systems or Become Their Tenant

Building and understanding your AI systems matters more than renting vendor solutions—inherited defaults that protect others won't protect you.

When Crypto Pivots Hide Security Failures
August 13, 2026

When Crypto Pivots Hide Security Failures

How Humanity Protocol's $36M hack and pivot to AI mirrors Mt. Gox's decline. What real accountability looks like in blockchain leadership.

Humanity Protocol's $36M Hack: Why Pivots Aren't Recovery
August 13, 2026

Humanity Protocol's $36M Hack: Why Pivots Aren't Recovery

When crypto security failures lead to pivots instead of remediation, it's a red flag. Learn what real blockchain governance recovery requires.

The Oracle Problem: Why Markets Aren't Truth
August 12, 2026

The Oracle Problem: Why Markets Aren't Truth

A $3M prediction market collapsed when fake data cost pennies to manipulate. Learn why every AI model and market depends on data integrity—and how attackers exploit it.

Why AI Costs Are About to Plummet
August 11, 2026

Why AI Costs Are About to Plummet

OpenAI's custom chip signals a phase shift: inference costs will industrialize like Bitcoin mining did. The real competitive advantage belongs to whoever operationalizes AI across workflows first, not whoever builds the biggest model.

Regulators Are Going AI-Native. Are Your Controls?
August 10, 2026

Regulators Are Going AI-Native. Are Your Controls?

Financial supervisors are deploying AI tools faster than firms expect. The competitive advantage shifts from productivity to compliance readiness—and your planning window is closing.

Why Masked Emails Aren't Real Privacy Protection
August 07, 2026

Why Masked Emails Aren't Real Privacy Protection

Apple's Hide My Email vulnerability exposes a critical flaw: single privacy controls fail. Learn how to architect real identity protection across multiple layers.

Blog — Blockchain, AI & Leadership Strategy | Jay Schulman