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

Human in the Loop: Which Decision Matters Most
Regulated companies waste resources keeping humans in low-value approval loops while automating high-stakes irreversible decisions. The strategic shift is ruthlessly simple: automate the reversible, defend the irreversible.
Recent Essays

Immutability Is Marketing: The Real Trust Model
Blockchain 'immutability' is a myth. What actually matters is who controls the override mechanism and under what conditions they can rewind the ledger.

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
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.

AI Doesn't Replace Hours—It Replaces Accountability
AI increases productivity but shifts accountability to humans, not hours worked. The real cost of AI-assisted work is personal liability for outputs you can't fully control.
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BUILD YOUR BLOCKCHAIN KNOWLEDGE IN 4 MINUTES PER WEEK.
Join 6k+ subscribers to Blockchain Notes. Every Saturday morning, you'll get 1 piece of knowledge on blockchain that will accelerate your career and business.

What is Web3? Part 2
Dive into the second part of our Web3 series, featuring an insightful explainer video that unpacks the complexities and potential of this revolutionary technology shaping the digital future.
Where to Pay Attention to Blockchain in 2022 (The Accountant Quits)
On The Accountant Quits podcast, I talked through where finance and accounting professionals should actually focus their blockchain attention in 2022 — separating durable signal from noise.

Why Paypal's entrance into crypto is important
Why Paypal utilizing crypto will be impactful to the entire payments industry.

How to think about Blockchain
How will blockchain projects evolve over the next few years.

When NFTs can get troublesome
Explore the complex world of NFTs with Rug Radio's innovative model, blending art, membership, and potential investments. Discover how NFTs extend beyond digital collectibles.

What is Web3?
Explore the transformative potential of Web3, the next Internet era. Discover why understanding this revolutionary concept is crucial in 2022, with insightful resources to deepen your knowledge.

Decentalization and Immutability
Explore the significance of decentralization and immutability in NFTs, and why the mantra "not your keys, not your coin" emphasizes the need for true ownership and on-chain freedom.

Blockchain Notes.
Explore quick, insightful musings on the rapidly evolving blockchain world. "Blockchain Notes" offers daily thoughts to help you keep pace with the fast-moving technology landscape.
Digital and Crypto Asset Information Security Evolution
As digital securities go mainstream, financial institutions need new security protocols built around irreversible, bearer-instrument transactions — private key control, cold storage, and the security-versus-convenience tradeoff.

Click on malware, Raise your hand
Explore the true nature of cybersecurity threats and discover why viewing hackers as savvy marketers can reshape security training. Learn why encouraging openness about mistakes is crucial for better protection.