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Fast-AI-detector: a fast local CLI for detecting AI-generated text

https://github.com/Ejhfast/fast-ai-detector
1•unignorant•2m ago•0 comments

Google Cloud CEO: Anthropic, TPUs, Mythos, Nvidia and More [video]

https://www.youtube.com/watch?v=bNdiBwXbLNw
1•rdudekul•4m ago•0 comments

Cactus, a work-stealing parallel recursion runtime for C

https://github.com/xtellect/cactus
1•enduku•5m ago•0 comments

These Volcanoes Are Undead

https://nautil.us/when-extinct-volcanoes-reawaken-1280213
1•kristenfrench•11m ago•1 comments

Sam Altman Wants to Know Whether You're Human

https://www.theatlantic.com/newsletters/2026/04/sam-altman-bots-world-id/686950/
1•JumpCrisscross•11m ago•0 comments

Honda CEO says 'we have no chance' against Chinese automakers

https://finance.yahoo.com/sectors/energy/articles/honda-ceo-says-no-chance-020000235.html
1•thelastgallon•11m ago•0 comments

Why Trump wants to spend $1B on Great Salt Lake

https://www.npr.org/2026/04/24/nx-s1-5746844/why-trump-wants-to-spend-1-billion-on-great-salt-lake
1•kianN•12m ago•0 comments

Is Italy the new tax haven for the global rich?

https://www.bbc.com/worklife/article/20260421-is-italy-the-new-tax-haven-for-the-global-rich
1•andsoitis•18m ago•0 comments

Jeff Bezos is raising his game in space

https://www.economist.com/business/2026/04/23/jeff-bezos-is-raising-his-game-in-space
1•andsoitis•19m ago•0 comments

Bdelloid Rotifer

https://en.wikipedia.org/wiki/Bdelloidea
1•embedding-shape•20m ago•0 comments

Tim Cook wrote a winning recipe for Apple

https://www.economist.com/leaders/2026/04/23/tim-cook-wrote-a-winning-recipe-for-apple
1•andsoitis•20m ago•0 comments

Peter Sarnak – The Riemann Hypothesis [video]

https://www.youtube.com/watch?v=DtaFyE9BcXw
1•delhanty•23m ago•1 comments

Google is building a Claude Code challenger, Sergey Brin is involved

https://www.indiatoday.in/technology/news/story/google-is-secretly-building-a-claude-code-challen...
3•nsoonhui•29m ago•0 comments

Michael review: 'A bland and barely competent daytime TV movie'

https://www.bbc.com/culture/article/20260421-michael-review
1•dnnddidiej•38m ago•0 comments

Education must go beyond the mere production of words

https://www.ncregister.com/commentaries/schnell-repairing-the-ruins
2•signor_bosco•41m ago•0 comments

Decoupled DiLoCo for Resilient Distributed Pre-Training

https://arxiv.org/abs/2604.21428
1•matt_d•45m ago•0 comments

Serendipity Machines

https://www.shishyko.com/essays/serendipity-machines.html
1•philip1209•50m ago•0 comments

Mac-use: open-source Codex computer-use clone for your OpenClaw on Mac OS

https://github.com/TheGuyWithoutH/mac-computer-use
1•guywithnoh•54m ago•2 comments

ChatGPT ads targeting farmers (YouTube Link) [video]

https://www.youtube.com/watch?v=4rzeW4dbvlQ
1•ki4jgt•56m ago•0 comments

Prop 13 Didn't Shrink Government. It Handed It to Sacramento

https://maxmautner.com/2026/04/23/prop-13-changed-things.html
1•mslate•59m ago•0 comments

Why does the Rainbow have 7 colors?

https://glorify.com/learn/why-does-the-rainbow-have-seven-colors
2•airstrike•1h ago•0 comments

You're about to feel the AI money squeeze

https://www.theverge.com/ai-artificial-intelligence/917380/ai-monetization-anthropic-openai-token...
2•cdrnsf•1h ago•1 comments

Anthropic now requires Pro Plans to enable/purchase extra usage for Opus

https://support.claude.com/en/articles/11940350-claude-code-model-configuration
9•qdot76367•1h ago•3 comments

Context Pricing and Accounting [video]

https://www.youtube.com/watch?v=xcYhV4S7faI
1•journal•1h ago•0 comments

Chinese National Pleads Guilty to Photographing Air Force Base and Equipment

https://www.justice.gov/usao-wdmo/pr/chinese-national-pleads-guilty-unlawfully-photographing-air-...
2•737min•1h ago•3 comments

Databases Were Not Designed for This

https://arpitbhayani.me/blogs/defensive-databases/
1•mooreds•1h ago•0 comments

James Bosworth on the 'Orange Wave' Happening Across Latin America

https://www.bloomberg.com/news/articles/2026-04-24/james-bosworth-on-the-orange-wave-happening-ac...
1•mooreds•1h ago•1 comments

Alex Bores' AI Policy Framework for Congress [pdf]

https://www.alexbores.nyc/files/Bores_AI_Framework.pdf
1•mooreds•1h ago•0 comments

Andrej Karpathy's microgpt as a Triptych

https://karpathy.art/
1•stared•1h ago•0 comments

Chinese National Arrested for Illegally Photographing Military Aircraft at AFB

https://www.justice.gov/opa/pr/chinese-national-arrested-jfk-international-airport-federal-charge...
2•737min•1h ago•1 comments
Open in hackernews

Decomposing Transactional Systems

https://transactional.blog/blog/2025-decomposing-transactional-systems
132•pongogogo•1y ago

Comments

karmakaze•1y ago
> commit version is chosen — the time at which the database claims all reads and writes occurred atomically.

This post doesn't mention transaction isolation specifically though it does say "How does this end up being equal to SERIALIZABLE MySQL?" So maybe I'm supposed to consider this post only for 'Every transactional system' running with SERIALIZABLE transaction isolation. I don't particularly care about that. I do care that the database I use clearly states what its isolation names mean in detail and that it does exactly what it says. e.g. I don't expect MySQL SERIALIZABLE to exactly mean the same as any other database that uses the same term.

mjb•1y ago
MySQL Serializable is pretty similar to serializable in other databases, in terms of the observable anomalies. There's a good set of tests here: https://github.com/ept/hermitage

> So maybe I'm supposed to consider this post only for 'Every transactional system' running with SERIALIZABLE transaction isolation.

No, it's a general point about the nature of transactions in DBMSs, and the different implementation choices. As the article says, there are some variations (e.g. MVCC at levels lower than serializable inherently has two 'order' steps).

karmakaze•1y ago
I'm not seeing the mention of two 'order' steps. Are you referring to the larger part of what I quoted?

> MVCC databases may assign two versions: an initial read version, and a final commit version. In this case, we’re mainly focused on the specific point at which the commit version is chosen — the time at which the database claims all reads and writes occurred atomically.

For non-SERIALIZABLE isolation there may be no such "time at which the database claims all reads and writes occurred atomically", which is how I took the rest of the post to mean when running with SERIALIZABLE isolation.

transactional•1y ago
(Hi! Post author here.)

It is written with a lean towards serializable, partly because there's a wide variety of easy examples to pull which all implement serializable, but the ideas mostly extend to non-serializable as well. Non-serializable but still MVCC will also place all of their writes as having happened at a single commit timestamp, they just don't try to serialize the reads there, and that's fine. When looking at non-serializable not MVCC databases, it's still useful to just try to answer how the system does each of the four parts in isolation. Maybe I should have been more direct that you're welcome to bend/break the mental model in whatever ways are helpful to understand some database.

The line specifically about MySQL running at serializable was because it was in the Spanner section, and Spanner is a (strictly) serializable database.

karmakaze•1y ago
Thanks for the clarifications and diagrams. I can see how using something like Spanner from the outset makes sense to use and stick with serializable isolation. With other SQL dbs, I've mostly seen repeatable read, read committed, and even read uncommitted used in the name of performance. Read committed works fine but you have to design everything for it from the start with thoughtful write and read sequences.

Moving to serializable should be easy but isn't in the case of Spanner and the like because you can't make 100+ of sub-millisecond queries to respond to an API request if that's how your app evolved.

The way I imagine the future is to bring the code closer to the data like stored procedures, but maybe in a new way like modern languages compiled to run (and if necessary retry) in a shard of the database.

mjb•1y ago
This is great, really worth reading if you're interested in transactions.

I liked it so much I wrote up how the model applies to Amazon Aurora DSQL at https://brooker.co.za/blog/2025/04/17/decomposing.html It's interesting because of DSQL's distributed nature, and the decoupling between durability and application to storage in our architecture.

maniacalhack0r•1y ago
DSQL is so cool - have been following since the release and once it supports more of the postgres feature set + extensions it’ll be a killer. Fantastic architecture deep dive at ReInvent as well.
pongogogo•1y ago
Hey Mark, I actually found this post via yours so thanks!