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The Roadmap of Mathematics for Machine Learning

https://thepalindrome.org/p/the-roadmap-of-mathematics-for-machine-learning
1•ibobev•1m ago•0 comments

Math, AI, and the Navier-Stokes Equations

https://blog.computationalcomplexity.org/2026/09/math-ai-and-navier-stokes-equations.html
1•btcstudente•1m ago•0 comments

I don't know my friends' names

https://www.taiwanquest.com/i-dont-know-my-friends-names/
1•btcstudente•2m ago•0 comments

IEEE S&P'27 Call for Artifacts

https://www.ieee-security.org/TC/SP2027/cfartifacts.html
1•btcstudente•2m ago•0 comments

USB-C v3.5mm: Which one offers better audio quality?

https://www.engadget.com/2253607/usb-c-vs-3-5-mm-aux-cable-audio-quality/
1•bookofjoe•2m ago•0 comments

Can open-source AI models autonomously hack?

https://omcc.ghostsecurity.ai/
1•gregcmartin•3m ago•1 comments

Arm64e.x1: Apple's Checked Pointer Arithmetic Slice

https://blakecrosley.com/blog/arm64e-x1-checked-pointer-arithmetic
1•kccqzy•3m ago•0 comments

Standard Notes is sunsetting Listed

https://listed.to/@Listed/76799/an-update-about-listed
1•lylo•4m ago•0 comments

How We Built LangChain's Paid Media Agent

https://www.langchain.com/blog/paid-media-agent
1•eyehurtsme•4m ago•0 comments

Xcode 27

https://developer.apple.com/xcode/whats-new/
2•qainsights•6m ago•1 comments

Sally Hemings

https://en.wikipedia.org/wiki/Sally_Hemings
2•davedx•6m ago•0 comments

The Deconstruction of Mathematical Reasoning

https://artagnon.com/art/reasoning
1•artagnon•8m ago•0 comments

Apple's Always-Listening Watch Features Test Eavesdropping Laws

https://www.bloomberg.com/news/articles/2026-09-11/apple-s-always-listening-watch-ai-tool-could-p...
2•apparent•9m ago•0 comments

ImageArm: Native macOS app to batch optimize images

https://github.com/ImageArm/ImageArm
1•petecooper•9m ago•1 comments

Show HN: MCUHex – Flash and Live Monitoring for STM32 Devices over SWD

https://mcuhex.com/
1•takiyadis•9m ago•0 comments

Right to repair: Spare parts and services too expensive for Europeans

https://www.euronews.com/my-europe/2026/09/10/right-to-repair-spare-parts-and-services-price-euro...
3•jethronethro•10m ago•0 comments

Latham and Watkins buys Nvidia servers to fine-tune open weights in-house

https://dealroom.co/news/150680-latham-watkins-buys-nvidia-servers-to-fine-tune-open-weights-in-h...
1•g42gregory•10m ago•0 comments

Tropomi saw Western US forest fluorescence fade two years before aerial surveys

https://siliconcanals.com/j-2026-tropomi-utah-fluorescence-bark-beetle-two-years/
1•bryanrasmussen•12m ago•1 comments

A Flock camera hit put an innocent woman in jail [video]

https://www.youtube.com/watch?v=CkUJbJCFjN8
1•smalltorch•12m ago•0 comments

Arm is the future of desktop computing, and the writing is on the wall for x86

https://www.xda-developers.com/arm-is-the-future-of-desktop-computing-and-the-writing-is-on-the-w...
1•theanonymousone•12m ago•0 comments

NPR looked for ChatGPT's new crisis feature. It's hard to find

https://www.npr.org/2026/09/14/nx-s1-5943118/chatgpt-has-a-feature-to-help-those-in-crisis-but-wh...
2•geox•13m ago•0 comments

Gateway HTTP for Telegram

https://github.com/PedroL3m0z/Flux-Api
1•PedroL3m0z•15m ago•1 comments

Niall Ferguson: AIpocalypse Now

https://www.thefp.com/p/niall-ferguson-aipocalypse-now-china-trump-pandemic-financial-collapse
1•mikhael•15m ago•0 comments

Why is it so hard to believe that the AI worries are genuine?

1•meep_meep_meep•15m ago•3 comments

Selling vinyls/CDs/cassettes fast with AI

https://record-lover.com/
1•hangshuojin•16m ago•0 comments

Despite Hefty Capital Investments, the Cloud Starts Paying Off for Oracle

https://www.nextplatform.com/cloud/2026/09/14/despite-hefty-capital-investments-the-cloud-starts-...
2•speckx•18m ago•0 comments

Lawyer cites fake witnesses in murder case and blames ChatGPT

https://www.ksl.com/article/51622813/chatgpt-invented-fake-police-testimony-in-murder-appeal-new-...
1•theanonymousone•18m ago•0 comments

DeepSeek Is Down

https://status.deepseek.com/
2•zeraye•20m ago•1 comments

Nix Language, Courtesy of WebAssembly

https://determinate.systems/blog/builtins-wasm/
1•alex_hirner•25m ago•0 comments

AI Safety Conspiracy Theories

https://chaseadam.com/ai-safety-conspiracy-theories
2•chaseadam17•25m ago•0 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!