tkgally
In addition to the various reasons mentioned by others, this inefficiency is partly the result of government-led deregulation aimed at promoting competition. JR used to be JNR, a single nationalized railway system. It was unified but customer-unfriendly, losing money, and prone to labor disputes. When it was privatized in 1987, it was divided into six companies by region (plus a separate nationwide freight company). While the various JR companies mostly cooperate with each other, and service has indeed improved overall (stations are much nicer than they used to be), the decentralization also leads to problems, including insufficient coordination among the companies about reservations and ticketing.
Another unintended consequence of deregulation has been the complexity and inefficiency of payments at the retail level. While 7-Eleven convenience stores accept several dozen types of digital payment [1], most retailers can afford to handle at most a few. As a result, different stores accept different combinations of payment methods. Some (including a small restaurant near my home where I eat once or twice a week) accept only cash, while others accept only digital payments (some forms, that is) and refuse cash-only customers. There’s a large department store near my home where I can pay with Suica on some floors but not on others.
It’s not unusual to get stuck in line at a cash register while the teller and a customer ahead try to figure out how the customer can pay.
It’s a mess.
[1] https://money-creditcard.com/wp-content/uploads/2020/06/seve...
I wonder if they are incorporating AI in their workflows.
In 2019, I published online an anthology of writing from 19th- and early-20th-century books at the Internet Archive [1, 2]. I started with the IA’s OCR versions of the texts, but they were riddled with errors and I had to do extensive manual clean-up. I didn’t trust myself to catch all of the mistakes, so I ended up paying someone else to do an additional proofreading pass.
Over the past couple of years, I have done occasional experiments to see how well the current AI models could do such work. One of my test cases has been the 1821 novel Life in London by Pierce Egan [3]. It has complex text and page formatting, with extensive use of italics, small caps, footnotes, footnotes to footnotes (!), poetry, etc.
Earlier this year, I had Claude create a digital version of Life in London using Gemini 3.1 Pro through OpenRouter for the OCR, with further semantic checks by Sonnet 4.6. The results [4], while not good enough for Project Gutenberg, were still a big improvement over my tests a year earlier. I am guessing that it would be possible to get even closer to PG quality using more recent models.
[1] https://www.gally.net/jatsi/index.html
[2] https://archive.org/details/japan-as-they-saw-it
[3] https://archive.org/details/cu31924090015722/page/n56/mode/1...
North Korea's Enemies Within
But whenever my adult daughter shows my six-year-old grandson something on her Macbook, he immediately tries touching the screen and is confused when it doesn’t respond. He doesn’t have any devices of his own yet, so his defaulting to touch is the result of very occasionally being allowed to use an adult’s smartphone or tablet.
Child’s First Reader (1904?)
https://archive.org/details/childsfirstreade00pitm/page/72/m...
A Plea for Alphabetic Reform (c1905)
https://archive.org/details/pleaforalphabeti00pitm/page/n3/m...
Simplified Spelling for the Use of Government Departments (1906)
https://archive.org/details/simplifiedspelli00simprich/page/...
The Problem of Spelling Reform (1906)
https://archive.org/details/problemofspellin00skearich/page/...
The Fonetic Primer Offering the Universal Alfabet and the Science of Spelling (c1907)
https://archive.org/details/foneticprimeroff00storrich/mode/...
English Spelling and Spelling Reform (1909)
https://archive.org/details/englishspellings00loun/page/n5/m...
Simplified Spelling (1911)
https://archive.org/details/cu31924027251341/page/n5/mode/2u...
Handbook of Simplified Spelling (1920)
https://archive.org/details/handbookofsimpli00simprich/page/...
The original idea to ask for clocks came from Claude itself. After Opus 5.5 was released, I asked it for ideas for interesting projects to try, and clocks was one of its suggestions. Some of the later prompts included suggested themes, but those came from Opus, too.
The only instructions that originated with me were striving for variety, making the page self-contained, randomizing the display sequence, and putting the clock names and explanations behind mouseovers/clicks. Even the controls at the top of the page were added by Opus on its own initiative.
I agree that Claude did tend to repeat certain themes. If someone wanted to extend the gallery to the thousands of clocks while maintaining the variety, they would probably need to seed the model with some original ideas. (Whether those ideas could come from a model or would need human taste is an interesting question.)
Also, Claude’s realizations of some of its ideas are a bit rough. If I wanted to create a standalone widget for a clock I particularly liked, I would spend more time with Claude (or another model) refining and polishing it first.
Nevertheless, considering that nearly all the ideas came from Opus and all the graphics are created with pure code, I remain impressed with what it was able to do.
Show HN: 500 clocks in one 6.3 MB HTML file by Opus 5.5
https://tkgally.github.io/500-clocks/
Lately I've been testing frontier models by having them create self-contained web pages that display clocks--sort of my personal version of Simon Willison’s pelican-on-a-bicycle metric.I have been particularly impressed by the variety, interest, and quality of the clocks created by Claude Opus 5.5. Over the course of several sessions in the Claude chat interface, I had it build a total of 500...
Not exactly the sort of case Simon has in mind, but I tell Claude to keep to hard daily limits on its OpenRouter spending for two long-running projects [1, 2].
A Routine for each project fires ever few hours, and Claude decides itself what to do in each session. It does tasks that require calls to other models through OpenRouter only when it is still within its daily budget for that project; after it reaches that cap, it does other tasks that don’t require extra spending.
One small pushback: The author writes, "the Japanese PhD system pushes you to graduate in three years." This applies in some programs and some fields, but is by no means universal. In the graduate program where I used to teach (I am now emeritus and no longer supervising students), the steps leading up to the Ph.D. and the expectations for the thesis made it practically impossible for students to finish in three years, especially if they continued to work part-time. This created particular challenges for foreign students on MEXT scholarships who had to work out other ways to support themselves and renew their visas while they continued to write their theses.
China Is Scared of A.I. Just Not the Way We Are
Show HN: Pelican-bicycle alternatives (updated for 2026)
https://gally.net/temp/20260914pelican-alternatives/index.html
In November and December 2025, inspired by Simon Willison’s pelican-riding-a-bicycle benchmark, I had some then-current LLMs create SVGs from thirty similar prompts, such as “Generate an SVG of an octopus operating a pipe organ.” Simon mentioned that experiment on his blog [1].Nine months have passed and much stronger models have been released, so I tried the experiment again today. The linked...
https://github.com/tkgally/je-dict-1/blob/main/.claude/skill...
Fable wrote it specifically for this project.