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

When AI Discovery Outpaces Release Cycles
September 11, 2026·7 min read
AI

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.

Recent Essays

#prediction markets

11 posts

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.

Blockchain Prediction Markets: Trust Without Intermediaries
June 17, 2026Opinion

Blockchain Prediction Markets: Trust Without Intermediaries

Explore how blockchain-based prediction markets separate counterparty, referee, and custodian roles—eliminating the conflicts of interest baked into traditional institutions like sportsbooks.

Prediction Markets Reveal True Attention in Live Sports Ads
May 08, 2026

Prediction Markets Reveal True Attention in Live Sports Ads

Prediction market volume exposes the attention gap in sports advertising. Ad buyers pricing by ratings alone miss real engagement signals buried in real-time market data.

Prediction Markets: Trading, Not Gambling
May 07, 2026Opinion

Prediction Markets: Trading, Not Gambling

Prediction markets like Polymarket are algorithmic price discovery, not gambling. Learn why quants dominate and how to reframe the opportunity for clients.

Superapps: Building Utilities vs. Casinos
January 06, 2026Opinion

Superapps: Building Utilities vs. Casinos

Nubank and Robinhood pursue opposite superapp strategies: one builds essential financial utilities for lifetime value, the other gamifies engagement. Which model actually wins?

Why Prediction Markets Replace Traditional Polling
October 27, 2025Opinion

Why Prediction Markets Replace Traditional Polling

Prediction markets like Polymarket are displacing traditional pollsters by aligning incentives with accuracy. Financial services leaders should shift from polling reports to market-based sentiment data.

Tokenization: The Freight Train Disrupting Finance
October 24, 2025Opinion

Tokenization: The Freight Train Disrupting Finance

Discover how tokenization and prediction markets are fundamentally reshaping financial services—and why traditional firms are building yesterday's solutions for tomorrow's world.

Financial Products Are Dissolving Into Everything
October 10, 2025Opinion

Financial Products Are Dissolving Into Everything

NYSE and CME are blurring lines between prediction markets, sports betting, and derivatives. Financial services leaders must rethink their business model as entertainment becomes an asset class.

Decentralized Prediction Markets: Augur and Gnosis
December 18, 2024

Decentralized Prediction Markets: Augur and Gnosis

Hello, blockchain enthusiasts! Today, we're diving into the fascinating world of decentralized prediction markets (DPMs), focusing on two leading projects: Augur and Gnosis. As a seasoned expert in...

The Unexpected Narratives Driving Crypto Market Cycles
December 04, 2024Opinion

The Unexpected Narratives Driving Crypto Market Cycles

Exploring the transformative narratives that emerge in crypto market cycles, from ICOs to NFTs, and speculating on the potential breakthrough trend of 2025.

Jay’s 2017 Information Security Predictions
November 01, 2016Prediction

Jay’s 2017 Information Security Predictions

It’s that time of year when security writers across the globe predict what we can expect from information security in the following year…

Blog — Blockchain, AI & Leadership Strategy | Jay Schulman