Algorithms, explained
The rules that rank your search results, fill your feed and quietly shape everyday decisions, each explained in plain English: how it works, where it is used, and where it goes wrong.
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- 6 Oct 2026 · 5 min readHow collaborative filtering works: recommendations from people like you"Customers who bought this also bought" is collaborative filtering at work. Here is how it finds people with your taste, why it needs so much data, and where it breaks down.
- 6 Oct 2026 · 5 min readHow PageRank works: the algorithm that ranked the web by its linksPageRank treats every link as a vote and weighs each vote by who cast it. Here is how that simple idea became the first engine of Google Search.
- 6 Oct 2026 · 5 min readThe multi-armed bandit: how algorithms decide when to explore and when to exploitKeep ordering your favourite dish, or try something new? The multi-armed bandit turns that everyday dilemma into mathematics, and the answers power trials, routing and recommendations.