Explore Capsules

4 capsules

Long-Range Weather Forecasts: Chaos, Models, and Predictability Limits

Long-Range Weather Forecasts: Chaos, Models, and Predictability Limits

Beyond roughly ten days, forecasts stop being predictions and start being guesses, and the causes cut deep. The reasons here range from tiny errors snowballing through chaotic turbulence, to the limits of models and measurements, to ensemble techniques that squeeze out a little more range, with real hurricane data marking the wall. Knowing why the limit exists tells you exactly how much trust a long-range forecast deserves.

Weather forecasting · 97 stops · ~194 minFree
Employee Evaluation Systems: Feedback, Rankings, OKRs, and Culture

Employee Evaluation Systems: Feedback, Rankings, OKRs, and Culture

Behind every promotion and every quiet exit is a system, and companies run very different ones. The approaches here range from continuous strengths-based feedback to Netflix's blunt keep-or-cut test, with sharp critiques of forced rankings, annual reviews, and using OKRs to judge individuals. Understanding them tells you which culture you're building, or which one you're working inside.

Performance review · 71 stops · ~142 minFree
Gamesmanship, Rules, and Fair Play in Sport

Gamesmanship, Rules, and Fair Play in Sport

Athletes sometimes act strangely because the strict rules and pressures of competition push them to find clever ways to trick referees. Experts debate whether these behaviors are simply smart strategy or if they undermine the spirit of fair play. Readers will gain insight into both views and decide how they feel about the balance between rule-following and gamesmanship.

Athlete behavior · 43 stops · ~86 minFree
Studying Lasting Love: Evidence, Methods, and Limits

Studying Lasting Love: Evidence, Methods, and Limits

Studying love scientifically forces awkward choices about what counts as evidence. The methods here span controlled experiments chasing cause and effect, frame-by-frame observation turned into math, deep single-case studies, and models that treat couples as constantly shifting systems, with some researchers insisting there are hard limits on what any of it can know. Where you land shapes which relationship advice you take seriously.

Relationship research · 107 stops · ~214 minFree