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

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Security as a Subscription: The Cost of AI-Powered Attacks
October 06, 2026

Security as a Subscription: The Cost of AI-Powered Attacks

AI agents now run 24/7 attacks on production code. Organizations must shift from periodic security testing to continuous defense—a standing cost that scales with software value.

AI Threatens Your Best Revenue, Not Your Cheapest
October 05, 2026

AI Threatens Your Best Revenue, Not Your Cheapest

World Bank data reveals AI disrupts high-credential work in wealthy economies, not low-wage labor—making offshoring a false hedge. The real choice: augment or automate your most rules-based workflows.

Your Data Is the Moat, Not the AI Model
September 29, 2026

Your Data Is the Moat, Not the AI Model

AI models are commoditizing with identical outputs. Your competitive edge comes from proprietary context and data, not which model you choose.

AI Decision Trails: Why Reconstruction Beats Bias Claims
September 28, 2026

AI Decision Trails: Why Reconstruction Beats Bias Claims

Courts don't care if your AI is fair—they care if you can prove how it decided. Financial services and tech firms face massive liability if they can't reconstruct AI hiring and staffing decisions.

Cloudflare's AI Crawl Fee: Tax or Fair Trade?
September 22, 2026

Cloudflare's AI Crawl Fee: Tax or Fair Trade?

Cloudflare's July 1 crawl fee isn't a shakedown—it's rebuilding the broken exchange between content creators and AI companies that stopped sending traffic.

AI Insurance Gap: The Silent Exposure in Your Policies
September 21, 2026

AI Insurance Gap: The Silent Exposure in Your Policies

Most firms have massive AI exposure hiding in outdated policies. Learn why the insurance market is 8 years behind the risk—and what to do before renewal.

Your Access Review Is Missing 90% of Your Identities
September 20, 2026

Your Access Review Is Missing 90% of Your Identities

Most access reviews only count human identities. Machine and AI identities now outnumber people 10:1. The Audit Population Lag Cycle explains why your compliance framework is already behind.

AI Inverts the Expertise Pyramid—What You Charge For Now
September 17, 2026

AI Inverts the Expertise Pyramid—What You Charge For Now

Microsoft's cybersecurity AI routes 90% of work to a cheap specialist model that outperforms expensive frontier models, forcing a reckoning: if junior-tier AI is now the best in the room, what justifies premium rates for human expertise?

AI Identity Governance: The Audit Gap You're Missing
September 14, 2026

AI Identity Governance: The Audit Gap You're Missing

Most access reviews only audit human identities. But machine and AI identities now outnumber people 10:1. Here's why your compliance framework is already behind.

When AI Discovery Outpaces Release Cycles
September 11, 2026

When AI Discovery Outpaces Release Cycles

Microsoft's Exchange update delay reveals a critical bottleneck: AI-powered security testing now finds vulnerabilities faster than governance can approve fixes, forcing enterprises to rethink their change management processes.

Bot Auth Is The New SPF: Prepare Your AI Agents
September 08, 2026

Bot Auth Is The New SPF: Prepare Your AI Agents

Web crawlers now need verified identity like email senders. Learn why bot authentication matters for your AI agents and enterprise reputation.

AI Won't Beat Your Best Analyst—But It Will Hollow Out Your Org
September 07, 2026

AI Won't Beat Your Best Analyst—But It Will Hollow Out Your Org

AI disruption in finance isn't about outperforming top talent—it's about compressing analytical work layers. Learn where the real org chart repricing happens.

AI Strategy Articles | Jay Schulman