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

Digital Money Choices Are Really Dependencies
November 04, 2026·6 min read
Blockchain

Digital Money Choices Are Really Dependencies

Banks face a critical tradeoff when offering digital money: control, speed to market, and deposit flows. Each option—stablecoins, bank-issued tokens, or tokenized deposits—is fundamentally a dependency decision that requires treasury and accounting alignment before implementation.

Recent Essays

#competitive advantage

6 posts

AI in Finance: Who Owns the Model's Output?
November 03, 2026

AI in Finance: Who Owns the Model's Output?

As OpenAI's ChatGPT for finance reshapes banking workflows, the real question isn't adoption—it's control. Financial services leaders must establish review processes that preserve client accountability and competitive moat.

Stop Waiting for Better AI Models—Build Better Systems
October 22, 2026

Stop Waiting for Better AI Models—Build Better Systems

Salesforce's research shows AI agents improved from 43.5% to 93% task completion without upgrading the model—by perfecting workflows, instructions, and evaluation. Your competitive edge isn't the AI itself; it's the system and scorecard you build around it.

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 Homogenization: Why Differentiation Matters Now
September 03, 2026

AI Homogenization: Why Differentiation Matters Now

As AI tools commoditize professional work, differentiation shifts from speed to unique perspective. Discover how to stand out when everyone has access to the same models.

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.

AI Is Killing Information Products—What's Your Canary?
July 13, 2026

AI Is Killing Information Products—What's Your Canary?

Tim Ferriss's book sales reveal a critical pattern: AI is disrupting information-based business models. Discover what your firm needs to transform before it becomes obsolete.

Blog — Blockchain, AI & Leadership Strategy | Jay Schulman