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I Feel about AI

https://beza1e1.tuxen.de/ai_feelings.html
1•qznc•1m ago•0 comments

Douglas Hofstadter: Analogy as the Core of Cognition [video]

https://www.youtube.com/watch?v=n8m7lFQ3njk
1•tosh•1m ago•0 comments

Feather Atlas

https://www.fws.gov/lab/featheratlas/identify.html
1•bookofjoe•2m ago•0 comments

AI made it worth building games for our game nights

https://mmazzarolo.com/blog/2026-09-05-ai-has-completely-changed-our-game-nights/
2•mmazzarolo•2m ago•1 comments

Show HN: 188M Hindi encoder, 28B tokens, 8K context, 1× RTX 4090

https://github.com/kkkamur07/indic-modernBERT
1•kkkamur•3m ago•0 comments

Release 0.12.10 · astral-sh/uv

https://github.com/astral-sh/uv/releases/tag/0.12.10
1•kyisaiah47•4m ago•0 comments

The Garage Where Silicon Valley Began

https://www.coolidgereview.com/articles/garage-silicon-valley
1•RickJWagner•5m ago•0 comments

Dirty Coding Tricks, part 3

https://dalerank.github.io/en/articles/dirty-coding-tricks-3.html
1•birdculture•6m ago•0 comments

Recreating Minecraft Is Not a Benchmark

https://kuber.studio/blog/Reflections/Recreating-Minecraft-is-Not-a-Benchmark
1•kuberwastaken•9m ago•0 comments

Mirror of your own self – on AI sycophancy and getting what we asked for

https://substack.com/app-link/post
2•yenniejun111•11m ago•0 comments

Artificial Intelligence as a Judge Advocate's Force Multiplier

https://www.lineofdeparture.army.mil/Journals/Army-Lawyer/Archive/Issue-2-2026/AI-as-Force-Multip...
1•everybodyknows•12m ago•0 comments

Computer Science Achievement and Writing Skills Predict Vibe Coding Proficiency

https://arxiv.org/abs/2603.14133
1•iamflimflam1•13m ago•0 comments

Speculative Programmatic Tool Calling

https://alexzhang13.github.io/blog/2026/spec-ptc/
1•gmays•16m ago•0 comments

Over 60k arrested for communication offences as trivial as viewing TikTok videos

https://www.gbnews.com/news/free-speech-row-more-than-60000-arrested-communications-offences
1•josephcsible•18m ago•0 comments

Americans are vibe-coding trading algorithms

https://www.wsj.com/tech/ai/the-ai-shift-turning-everyday-investors-into-mini-quant-funds-ebe4d45f
4•simonpure•18m ago•0 comments

A cross-chain DEX for atomic swaps, without middleman

https://basicswapdex.com/
2•dRK-U•19m ago•0 comments

Nutrient-supplemented carbonized aerogels for oil adsorption and biodegradation

https://www.sciencedirect.com/science/article/pii/S2666821126003583
1•wslh•23m ago•0 comments

Ryoku – A hand-built Omarchy alternative

https://ryoku.dev/
3•hkalbasi•23m ago•0 comments

Show HN: Kadō – open-source habit tracker, with non-binary habit score, for iOS

https://github.com/scastiel/kado
8•scastiel•26m ago•2 comments

A/I shuts down – Stay human

https://keepitfree.ai/announcements/a/i-shuts-down-stay-human/
52•captainmuon•26m ago•1 comments

From Microservices to Microcells

https://zozo123.github.io/microservices-to-microcells/
1•zozo123-IB-IL2•29m ago•0 comments

Show HN: Truffle – Ask questions about your codebase in plain English, in Slack

https://asktruffle.com/
1•TwoTrickPony•31m ago•0 comments

Show HN: Local 3D LLM Sandbox a tiny assistant with an attitude

https://github.com/franciscocarloserra/llm-sandbox/
1•FranciscoCarlos•32m ago•0 comments

These Cyborg Cockroaches Could Save Your Life

https://www.wired.com/story/cyborg-cockroaches-disaster-response/
1•Brajeshwar•34m ago•0 comments

Show HN: Appreciate art with the White Lotus intro

https://art.darebuild.com/
1•jimhi•34m ago•1 comments

She lost her sight. Her billionaire father bet on a daring new treatment

https://www.washingtonpost.com/technology/2026/09/06/she-lost-her-sight-her-billionaire-father-be...
3•pseudolus•34m ago•2 comments

Design Patterns

https://en.wikipedia.org/wiki/Design_Patterns
1•tosh•36m ago•0 comments

GPT-6 Astra soundly defeats Fable 5.1 on recognizing handwritten corrections

https://dorrit.pairsys.ai/
3•svcrunch•37m ago•1 comments

Neither a borrower nor a lender be; For loan oft loses both itself and friend

https://shakespeare.mit.edu/hamlet/hamlet.1.3.html
3•Eridanus2•37m ago•0 comments

From Shahed to Geran: How Russia Continues to Reinvent the One-Way Attack Drone

https://www.csis.org/analysis/shahed-geran-how-russia-continues-reinvent-one-way-attack-drone
1•atlasunshrugged•37m 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!