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How the US Postal Service reads terrible handwriting

60 videos recommended on HN
YouTube
4 HN users recommended this documentary3 months2022–2026 score 3
Years with an HN recommendation, 2007–2026

Recommended in address and OCR threads as a look at the last human mail-coding operation.

Tom Scott visits the USPS Remote Encoding Center in Salt Lake City, where keyers decipher mail images machines cannot read. It shows the lengths taken to decode bad handwriting.

“This Tom Scott video shows some of the surprising (to me) lengths to which the USPS does go to figure out the right address” (HN, 2023)

4 recommendations · 4 citations · Documentaries

8 Hacker News comments

From the HN archive; up to 20 kept per video, favoring different commenters. Recommendations first.

@simmonmt Mar 2023 Recommends
on HN thread What Is the Most Minimal UK Address Possible?
This Tom Scott video shows some of the surprising (to me) lengths to which the USPS does go to figure out the right address: [this video] Obviously this doesn't apply to your case, but I certainly didn't think they'd have a national center for decoding terrible handwriting.
Surprising lengths USPS goes to decode bad handwriting addresses.
@Caligatio Jul 2024 Recommends
on HN thread Postzegelcode
And like almost all things that are interesting, here's a Ton Scott video about the same topic: [this video]
Interesting Tom Scott video on the same topic.

Citations, criticism and jokes

@omginternets Dec 2022 Cites it
on HN thread Apple Kills Plans to Scan for CSAM in iCloud
Actually, we're talking about both, and you are wrong on both counts. If you weren't, you would be able to point to an existing system that has demonstrated the capability of classifying an image set on the order of iCloud's, without producing a false-positive. You can't, because such a system doesn't exist. Even the "solved" problem of OCR isn't capable of such a feat: [this video]
@bombcar Mar 2023 Cites it
on HN thread What Is the Most Minimal UK Address Possible?
One of Don Rosa's books has the letters he sent to a friend in college, each with a drawing on the envelope and less and less address, until finally it was all drawing and barely part of a name - they all got (eventually) delivered. There's a specific branch of the post office that works on these - the dead letter office: [this video]
Shows the postal branch that handles undeliverable letters.
@yencabulator Feb 2026 Cites it
on HN thread Using an Engineering Notebook
> Though USPS has been doing handwriting recognition since the 80's. On a very restricted dictionary of possible content, with a pool of people employed to fix anything where the computer is unsure. [this video]
USPS handwriting recognition uses restricted dictionary and human fixers.
@shagie Apr 2026 Cites it
on HN thread AI helps add 10k more photos to OldNYC
As a profession (and under time constraints) ... Tom Scott : How the US Postal Service reads terrible handwriting - [this video] Part of the story is that the OCR that is handling hand lettered addresses. I also chuckled at the cursive letter recognition sheet on the side of the cube.
OCR handling hand-lettered addresses at the US Postal Service.

Video list and Hacker News comment labels from HackerTube (prompted by @karpathy), released under ODC-By 1.0, built on the open-index/hacker-news archive. Hacker News data is provided by Y Combinator; comments remain the work of their authors. Video titles, channel names and thumbnails belong to their creators and are shown via YouTube. HackerTube Watch is an unofficial edition. Data export of 2026-10-31.

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