#program-uncertainty

#program-uncertainty

A staggering 84.1% of all Polymarket traders are currently in the red, revealing a significant gap between market hype and actual earnings. High-profile wins are extreme outliers, with only 2% of users accumulating more than $1,000 in total profit.

I got a degree from Douglas College in programming and business management. I understood the business side more and was better at that than at being a coder.

"Gambling on the weather has become an institution throughout a great part of the United States." This sentiment from the Fort Worth Star-Telegram in 1915 highlights the long-standing tradition of weather betting in American culture.

Rather than stolen data making headlines, it was business stoppage that triggered attention. Moving into 2026, the board's focus should be on ensuring business continuity and building resilience in the face of emerging risks generated by AI usage and attack vectors, quantum computing and geopolitics.

AI was everywhere, but I wasn't focused on product launches. I was looking at how companies think about data itself: how it's shared, governed and ultimately turned into decisions. And across conversations with executives and sessions on security and compliance, a pattern emerged: the technical limitations that once justified locking data down have largely been solved. What remains difficult is human. Alignment, trust and confidence inside organizations are now the true barriers.

Well, our guest today argues that the best way is by moving to a more project-driven model of work, up and down the organization from the corporate level to individual teams. He wants us to both ruthlessly prioritize as well as stay fluid so that we're identifying strategic goals, assembling teams to go after them, evaluating as we go, and then either continuing, shifting, or disbanding based on our outcomes.

As audit committees confront a rapidly expanding risk landscape, their role in corporate governance is being reshaped. Boards have often turned to current and former CFOs as independent directors, particularly for audit committees, because of their ability to translate complex operational and financial realities into effective oversight.For example, this month, J. Michael Hansen, former EVP and CFO of Cintas Corporation, was appointed to the audit committee at Paychex.

Your AI pilot showed 94% accuracy improvements. The LLM is yielding solid results. You're getting defunded anyway. The reason? You solved a problem AI can solve. Your budget-holder needed you to solve theirs. Companies launch AI pilots that produce results, then stall at scale. The team's diagnosis: "They don't get it." What's really going on: These projects never earned budget-holder buy-in.