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RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards

https://yejy53.github.io/RealGen/
1•doener•36s ago•0 comments

Did Hitler Have a 'Micro'?

https://www.theguardian.com/tv-and-radio/2025/nov/13/did-hitler-really-have-a-micropenis-hitlers-...
1•wjSgoWPm5bWAhXB•50s ago•0 comments

Show HN: Iceberg-JS, a TypeScript Client for the Apache Iceberg REST Catalog

https://github.com/supabase/iceberg-js
1•kiwicopple•2m ago•0 comments

Learning a new programming language with an LLM

https://feeding.cloud.geek.nz/posts/learning-new-programming-language-with-ai/
1•speckx•3m ago•0 comments

SSE sucks for transporting LLM tokens

https://zknill.io/posts/sse-sucks-for-transporting-llm-tokens/
1•zknill•4m ago•0 comments

Hyper-Scalers Are Using CXL to Lower the Impact of DDR5 Supply Constraints

https://www.servethehome.com/hyper-scalers-are-using-cxl-to-lower-the-impact-of-ddr5-supply-const...
1•giuliomagnifico•4m ago•0 comments

Creativity and Mental Health

https://en.wikipedia.org/wiki/Creativity_and_mental_health
1•wseqyrku•4m ago•0 comments

The Rise of the 0.1x Engineer

https://www.jerpint.io/blog/2025-12-08-01x-engineer/
2•jerpint•5m ago•0 comments

A new way to trigger responses in the body by simulating psychological pressure

https://medicalxpress.com/news/2025-11-streak-trigger-responses-body-simulating.html
1•PaulHoule•5m ago•0 comments

Evidence That Humans Now Speak in a Chatbot-Influenced Dialect Getting Stronger

https://gizmodo.com/chatbot-dialect-2000696509
1•pseudolus•6m ago•0 comments

Show HN: Avatune – SSR-friendly avatars with browser ML for attribute prediction

https://www.avatune.dev/
2•teimurjan•8m ago•0 comments

DeepMath: A lightweight math reasoning Agent with smolagents

https://huggingface.co/blog/intel-deepmath
3•ibobev•8m ago•0 comments

Advent of Code in Dialog

https://entropicthoughts.com/advent-of-code-in-dialog
2•ibobev•8m ago•0 comments

Multibase CLI

http://www.chriswarbo.net/blog/2025-12-07-multibase_cli.html
1•ibobev•9m ago•0 comments

Offline cybersecurity AI using RAG and local LLM (Python, FAISS, Llama 3.1)

https://gitlab.com/sydsec1/Syd
1•todsacerdoti•9m ago•0 comments

AWS re:Invent re:Watch tool

https://myrewatch.link/
2•cebert•11m ago•0 comments

All the Places

https://alltheplaces.xyz/
2•djoldman•12m ago•0 comments

Atomic time source failure at NIST Gaithersburg campus

https://groups.google.com/a/list.nist.gov/g/internet-time-service/c/Zd7VaR-vqV4
2•ahlCVA•13m ago•0 comments

Which Roadmap Path Are You On?

https://holenventures.substack.com/p/which-roadmap-path-are-you-on
1•hholen•15m ago•0 comments

My App Will Harm You Physically, Using Math

https://prolost.com/blog/drinkingbuddy
1•ingve•15m ago•0 comments

Show HN: I built a dual-engine diagram app to fix my own workflow

https://diagram-generator.com/
1•dongjiewu•17m ago•0 comments

Spending too much time on one AoC problem

https://richclubb.github.io/blog/spending_way_too_much_time/
1•jamesbelchamber•18m ago•0 comments

60 Years of Artificial Intelligence at Stanford (2023) [video]

https://www.youtube.com/watch?v=Cn6nmWlu1EA
1•swatson741•23m ago•0 comments

Torture Techniques from CIA Black Sites Were Used at Alligator Alcatraz

https://www.forever-wars.com/torture-techniques-from-cia-black-sites-were-used-at-alligator-alcat...
7•perihelions•24m ago•0 comments

The AI bust scenario that no one is talking about

https://www.noahpinion.blog/p/the-ai-bust-scenario-that-no-one
2•maelito•25m ago•0 comments

Show HN: I Built an Plug and Play UI Library with Motion Animations

https://ogblocks.dev/
2•Karanzk•27m ago•0 comments

Join the on-call roster, it'll change your life

https://serce.me/posts/2025-12-09-join-oncall-it-will-change-your-life
2•todsacerdoti•31m ago•0 comments

Pydantic-AI Deepagents

https://github.com/vstorm-co/pydantic-deep
3•kacper-vstorm•31m ago•1 comments

Trump ban on wind power projects overturned by federal judge

https://www.cnbc.com/2025/12/08/trump-ban-on-wind-power-projects-overturned-by-federal-judge.html
5•pseudolus•31m ago•1 comments

Rsyslog Goes AI First – A New Chapter Begins

https://www.rsyslog.com/rsyslog-goes-ai-first-a-new-chapter-begins/
1•baobun•32m ago•0 comments
Open in hackernews

We Are Doing Files Wrong (2021)

https://simonsafar.com/2021/we_are_doing_files_wrong/
5•Expurple•7mo ago

Comments

jll29•7mo ago
That's one of the few times I've read about a proposed innovation "in the spirit of UNIX" that was not already present in the original UNIX or one of its descendants.

  UNIX: Everything is a file.
  => A directory is a file.

  Parent post: Everything is a directory.
  A file is a directory.
I.e., a switch from "There are files and special files called directories that are handled differently." to the recursive definition "There are files, which are made up of 0..n files (blobs) and 0..n subdirectories" - so file versus directory is just a VIEW.

Makes sense & would make writing traversal code for files wiht internal structure much easier to read and write.

Expurple•7mo ago
> to the recursive definition "There are files, which are made up of 0..n files (blobs) and 0..n subdirectories"

I think, it's more like "a file node contains metadata, a binary blob of data (may be empty), and 0..n child files".

Agreed that this idea is very elegant and removes special cases, nodes become uniform. And the argument for reusing the OS(FS)-provided tree abstraction is compelling.

Although, I can imagine some performance concerns in the real world. If implemented naively and similarly to the existing Unixes, this model results in a lot of small fragmented blocks and separate syscalls+descriptors for dealing with each small file. Also, when the "tree" is actually a sequential array of nameless elements, there's some extra overhead involved with writing and storing made-up file names, as well as sorting by name when reading. This could be remedied by some new API. And a single tree implementation reused by everything could be more cache-friendly than having a userland parser for every "old" format in every application.

Anyway, this mental model is useful and I'd like to see and try out the "automounting" that the author describes.

Expurple•7mo ago
Can't edit the parent comment anymore, so I'll append my other thoughts here.

I remembered that the "automounting" already exists in some forms, and I really like these instances. When you click on an archive in a good file manager, it opens a "folder" view with the archive contents. The difference between an archive and a folder is arbitrary. It shouldn't exist and only complicates things for everybody. I assume that many applications today hand-code the logic for "if the user drags and drops a folder, we need to zip it before sending". Or they don't, and the user has to zip manually :)

One could say that storing program data as "transparent" folders instead of "opaque" binary files is too much detail for the user. And users can accidentally damage something (e.g. delete one of the files inside) more easily. But I have a few counter-points:

1. Many applications already use folders, but they're doing fine.

2. File managers already open many filetypes in an editor by default (e.g. plain text, office docs), but these files are doing fine.

3. A good file manager should recognize most file types and do the more reasonable and safe thing. If JPEG is reimplemented as a folder, clicking on a JPEG should still open the image viewer instead of the folder view. That's already the case with Mac OS app bundles (the example from the original post).

4. Actually, now that folders have a "data" field, it can be used for storing arbitrary metadata. This is extremely powerful and can be used for HIDING extra details from casual users! E.g. there could be a standartized metadata header that hints to the file manager that it should treat the folder as an "opaque" file and not show the user the contents. Now, old applications that already used folders for their internal state, can mark these folders as "opaque" and prevent casual users from messing with the contents! While still allowing to see, move and delete the folder as a whole (unlike hidden folders). And while providing uniform FS access to applications and advanced users.

Man, I really like this idea of arbitrary metadata for folders... It's not as necessary for files, because in practice you can just put the "metadata header" in the beginning of the main "data" (as many file formats do).

Expurple•7mo ago
> I can imagine some performance concerns in the real world.

A friend has pointed out that, for performance reasons, games already tend to sidestep the filesystem and bundle everything into container/archive files, like .pak [1]. It also reminded me of how compile times are often noticeably faster on Linux vs Windows, because its filesystem is better optimized for handling many small files.

Honestly, it's weird and makes me kind of sad. Filesystems are such an important, convenient and (mostly) standardized and portable abstraction. But to this day, it's often a bottleneck and too slow for some domains. It seems like there's a lot of missed opportunity here.

> when the "tree" is actually a sequential array of nameless elements, there's some extra overhead involved with writing and storing made-up file names, as well as sorting by name when reading. This could be remedied by some new API.

As I keep thinking about it, the fastest approach is still a sequential binary blob. It avoids indirection, fragmentation and needlessly storing separate metadata for each element. A VFS mount could still be implemented on top, for accessing elements through a filesystem interface (something like `my_array_file/0`, reporting the same medatata as the parent).

But if storing separate FS-level metadata for each element is actually desirable and indirection+fragmentation isn't a critical problem, we could use folders for arrays. As a partial optimization, we could introduce a special "ordered" folder type. It requires explicitly ordering the subfiles on write, so that later listing the children is sorted and fast by default.

Option 1. The ordering is a separate metadata in the folder. Subfiles still have unique names that are not related to the ordering. This could be useful for the app, or could be unnecessary. POSIX apps (that don't know about "sorted folders") would still re-sort the subfiles by name and could get a different ordering as the result.

Option 2. The subfiles don't have user-provided names. For POSIX-compatibility, the VFS supports "artificial" file names like 0000000, 0000001, 0000002 (the number of digits according to the FS limits, sorts as text correctly) or 0, 1, 2 (prettier, independent of the FS limits and portable, but doesn't sort correctly as text).

In some sense, this special folder type is against the spirit of the original article. It has special write restrictions that prevent treating every inode the same way (as an arbitratily writetable folder). But it's still in the spirit of the original in the sense of reusing the standard FS abstractions and features as much as possible.

[1] https://quakewiki.org/wiki/.pak