The hottest Search Engines Substack posts right now

And their main takeaways
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Top Technology Topics

Handling Typos to Increase Speed to Success

Talking to Computers: The Email • 0 implied HN points • 29 May 24
🕹 Technology Search Engines
  1. Handling typos in search helps users find what they want faster, even if they misspell words. It makes the search experience easier for people who are not perfect spellers.
  2. Search engines use techniques like Levenshtein distance to manage typos, so they rank search results based on how closely they match users' misspelled queries.
  3. Contextual typo tolerance improves search results by considering the meaning behind the words, which is often missing in smaller e-commerce sites. This way, users get more relevant suggestions rather than just similar-looking words.

The Optimal Amount of Irrelevant Search Results is Non-Zero

Talking to Computers: The Email • 0 implied HN points • 22 Apr 24
🕹 Technology Search Engines
  1. Sometimes, it's okay to have a few irrelevant search results mixed in with the good ones. This balance can help show more options, even if some aren't what you wanted.
  2. Businesses often choose to include a small number of unrelated items in search results. This helps them find a middle ground between showing only perfect matches and potentially missing out on useful items.
  3. In systems like AI, having occasional mistakes or 'hallucinations' can spark creativity. It's about finding the right balance that works for the situation.