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What we're learning about AI memory (and why most of it doesn't work yet)

https://www.reddit.com/r/staynimble/s/XKEYgCpwln
1•theaniketmaurya•1m ago•0 comments

Sherlock – AI Face Search

https://play.google.com/store/apps/details?id=com.popyakter.sherlock&hl=en
1•pranto12345•1m ago•1 comments

The Odyssey running on a Psion 5mx – as Nolan intended

https://www.reddit.com/r/OldHandhelds/s/AmzMAZTzg7
1•dterm•1m ago•0 comments

Mojo in Mid-2026: From Python-Inspired Experiment to Production Systems Language

https://www.reddit.com/r/AgentContext_dev/comments/1vn5xef/mojo_in_mid2026_from_pythoninspired_ex...
1•javaeeeee•6m ago•0 comments

Operational Guidelines for DNS Transport in Mixed IPv4/IPv6 Environments

https://datatracker.ietf.org/doc/rfc10001/
1•m_montazeri•9m ago•0 comments

FoodGuessr

https://www.foodguessr.com
1•choult•12m ago•0 comments

Potatoes 'boil' in the ground as record heatwave sweeps across swathes of Asia

https://www.theguardian.com/world/2026/aug/13/asia-heatwave-south-korea-potatoes-boil-ground-reco...
3•akbarnama•14m ago•0 comments

Cyberattack on Taiwan Exposes the Execution-Finality Gap

https://zenodo.org/records/21915825
1•sangamdas1982•15m ago•0 comments

NightmareEclipse Publishes New Windows Defender Zero Day

https://cyberplace.social/@GossiTheDog/117082623896479140
1•_tk_•18m ago•0 comments

Romania to shut down nuclear plant due to low Danube level

https://www.lemonde.fr/en/international/article/2026/08/13/romania-to-shut-down-nuclear-plant-due...
2•geox•21m ago•0 comments

Lawsuit fights Ellison-Trump corruption's harm to news outlets

https://freedom.press/issues/lawsuit-fights-ellison-trump-corruptions-harm-to-news-outlets/
3•abdelhousni•23m ago•0 comments

AI 2027 Tracker: Tracking predictions from the AI 2027 scenario against reality

https://ai2027-tracker.com/
2•merksittich•27m ago•0 comments

Gnome Shell Design Dreams

https://blogs.gnome.org/shell-dev/2026/08/11/gnome-shell-design-dreams/
1•birdculture•27m ago•0 comments

Terminate-and-Stay-Resident Program

https://en.wikipedia.org/wiki/Terminate-and-stay-resident_program
2•Bluestein•31m ago•0 comments

Rate of climate change affects stability of the AMOC

https://www.eurekalert.org/news-releases/1139863
1•TechTechTech•33m ago•0 comments

List of Unsolved Problems in Mathematics

https://en.wikipedia.org/wiki/List_of_unsolved_problems_in_mathematics
2•frozenseven•35m ago•0 comments

Affordable AI+human insight helped us close 40yr sporadic group Galois problem

https://www.shaowuzhang.com/files/how-we-found-m23.pdf
3•oliculipolicula•37m ago•0 comments

Show HN: Wala Vibes – scene-based radio for nostalgic Indian music

https://walavibes.wtf
1•yunweiguo•39m ago•0 comments

If I own Claude's outputs why can't I train my own model on them?

https://support.claude.com/en/articles/12326764-can-i-use-my-outputs-to-train-an-ai-model
28•DarenWatson•40m ago•7 comments

After a lot of thought, we've decided to retire SvelteJobs

https://sveltejobs.com/
2•thunderbong•47m ago•0 comments

Apple TV just added a bunch of classic movies to stream for free

https://9to5mac.com/2026/08/12/apple-tv-just-added-a-bunch-of-classic-movies-to-stream-for-free/
3•tosh•52m ago•0 comments

Spicy tale of an App Store fraud

https://lapcatsoftware.com/articles/2026/8/4.html
3•latexr•54m ago•0 comments

GitSkills: A Dataset of Agent Skills on GitHub

https://arxiv.org/abs/2608.10906
3•miningthemall•54m ago•0 comments

Win-V combo from Windows on Ubuntu

https://leo98ml.github.io/win-v/
1•havaianaslife•55m ago•0 comments

IOI 2026 Final Ranking

https://ranking.ioi2026.uz/
1•pykello•57m ago•0 comments

One VC burns through tokens a day to find the next unicorn

https://restofworld.org/2026/activate-interview-vc-sovereign-ai/
2•nanfinitum•59m ago•0 comments

Twitch now uses your channel to train generative AI by default

https://twitter.com/zachbussey/status/2087573860929478785
4•haunter•59m ago•0 comments

Drone Sightings Happening at Diego Garcia, US's Remote Strategic Island Outpost

https://www.twz.com/news-features/drone-sightings-are-happening-at-diego-garcia-americas-remote-s...
2•rbanffy•1h ago•0 comments

Program = Proof [pdf]

https://www.lix.polytechnique.fr/Labo/Samuel.Mimram/teaching/pp/course.pdf
1•leonidasrup•1h ago•0 comments

DeepSWE August 13 Update with Grok 5.6 and DeepSeek v4 Pro 0813

https://deepswe.datacurve.ai/
1•theanonymousone•1h 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!