Data Analysis

The Tech Talent Shortage Is a Myth. Companies Are Just Getting Stingier.

Offer rates at the same 594 tech companies dropped from 51% to 39% over a decade โ€” not because of economic shifts, but because of deliberate internal tightening. This analysis reveals that the ‘talent shortage’ is a myth, driven by risk aversion and broken hiring processes. Job seekers need to stop blaming themselves and start recognizing the rigged game.

The End of Secrets: How AI Is Turning Military Installations Into Open Books

AI can locate hidden military installations using only public dataโ€”no hacking required. The very systems designed to protect secrets are now exposing them. This article explains how the paradox of modern secrecy makes hidden bases more visible, and why traditional security assumptions are obsolete.

Your Churn Analysis Is a Lie. Here’s How Customers Actually Leave.

Most companies track churn like a body count, looking at end-of-month spreadsheets to see who died. But customer churn isn’t a sudden deathโ€”it’s a slow, agonizing breakup. The real predictive signals aren’t absolute metrics, but relative shifts in a customer’s own history. Without a control group, your retention success rate is a lie.

Stop Obsessing Over Averages. Your User Segmentation Is a Lie.

Most analysts waste hours arguing over arbitrary cutoffsโ€”like whether a ‘high-tier’ user spends $8,000 or $10,000. But the exact number doesn’t matter. Real user segmentation isn’t about drawing lines in the sand; it’s about choosing dimensions that directly link to business actions. If your tiers don’t tell you what to do next, you’re just looking at vanity metrics.