Explore Capsules

4 capsules

Annual Reviews: The Good, the Bad, and the Honest

Annual Reviews: The Good, the Bad, and the Honest

The yearly performance review arrives too late, carries bias, and deflates the people it's meant to develop. Against the standard corporate ritual, the argument here is that continuous, collaborative feedback conversations do what annual scores cannot: actually change how people work. Companies that make the switch trade a dreaded ceremony for real growth.

Performance reviews · 70 stops · ~140 minFree
Company Financial Health: Statements, Cash Flow, Margins, and Fraud Signals

Company Financial Health: Statements, Cash Flow, Margins, and Fraud Signals

A company's reports can tell a story of health or quietly hide trouble, depending on where you look. These approaches split over what to trust: the balance sheet snapshot, profit margins, cash flow patterns, or the warning signs of outright fraud. Comparing them shows you which lens fits the decision you need to make.

Financial statements · 45 stops · ~90 minFree
AI Security Incidents: Vulnerabilities, Data Leaks, and Defenses

AI Security Incidents: Vulnerabilities, Data Leaks, and Defenses

AI security incidents reveal how vulnerabilities can lead to data leaks, unauthorized access, and operational chaos. These incidents differ in their causes—from hidden prompt attacks and misconfigurations to malicious fine-tuning and containment failures—and show contrasting responses like disabling personalization or enhancing real-time defenses. Understanding these incidents helps decide how to balance innovation with protecting users and systems from costly AI failures.

AI security · 68 stops · ~136 minFree
Violent Video Games and Violence: Evidence, Methods, and Debate

Violent Video Games and Violence: Evidence, Methods, and Debate

Decades of alarm about violent games rest on research that keeps getting challenged. The findings here diverge on whether any real link to violence survives once family background and personality are controlled for, whether lab measures of aggression say anything about actual violence, and whether the big official reports hold up under scrutiny. Weigh the evidence yourself before accepting the headline version.

Video games · 85 stops · ~170 minFree