From Shell Scripts to Science Agents: How AI Agents Are Transforming Research Workflows
It’s 2 AM in a lab somewhere. A researcher has three terminals open, a half-written Jupyter notebook on one screen, an Excel sheet filled with sample IDs on another, and a half-eaten snack next to shell commands. They’re juggling scripts to run a protein folding model, parsing CSVs from the last experiment, searching for literature,… ⌘ Read more

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Sora 2
Video: https://www.youtube.com/watch?v=gzneGhpXwjU

System card: https://openai.com/index/sora-2-system-card/

Comments URL: https://news.ycombinator.com/item?id=45427982

Points: 901

# Comments: 875 ⌘ Read more

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iOS 26.0.1 Update Released to Fix Various iPhone 17 Issues, & Blank Screen Icons
Apple has released the first update for iOS 26.0.1, which includes a handful of bug fixes specifically aimed at the new iPhone 17 lineup, as well as addressing an issue for all devices where Home Screen icons can appear blank after using various Liquid Glass customization settings, and another issue where VoiceOver might disable itself … [Read More](https://osxdaily.com/2 … ⌘ Read more

@itsericwoodward@itsericwoodward.com No worries, all good, mate! We all have to start somewhere. Other software requests my feed several orders of magnitude more often.

I can confirm, the User-Agent header appears to be fixed. \o/

Two other things I noticed, though:

1. There’s now an OPTIONS request for my feed coming from something that claims to be Firefox, pointing to your feed URL in the query. No clue what this is about. In any case, it’s rejected with a 405 Method Not Allowed.

2. Not that these few requests bother me at all, but you might wanna implement caching next with either the If-Modified-Since or If-None-Match request headers. This way, if the feed hasn’t changed, the web server can reply with a 304 Not Modified and no body at all, saving unnecessary traffic. But again, this is really not an issue for me at all. I just wanted to make sure you’re aware of it, that’s all. It might be even already on your agenda. Or you might decide to never do anything about it, which is also fine for me. :-)

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Installing Linux on a PC-98 machine
What if you have a PC-98 machine, and you want to run Linux on it, as you do? I mean, CP/M, OS/2, or Windows (2000 and older) might not cut it for you, after all. Well, it turns out that yes, you can run Linux on PC-98 hardware, and thanks to a bunch of work by Nina Kalinina – yes, the same person from a few days ago – there’s now more information gathered in a single place to get you started. Plamo Linux is one of the few Linux distributions to support PC-98 … ⌘ Read more

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Please don’t hate me today; I’m a bit grumpy and have too many reasons to be upset:

• 2 counts of pushing and trying to get the simplest things done at work (that for some reason are made more difficult than they should be)
  
• This whole Chat Control bullshit
  
• And some other person things going on that have been ongoing for 72 days and counting 🤬

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@bender@twtxt.net Thanks for asking!

So, I’ve been working on 2 main twtxt-related projects.

The first is small Node / express application that serves up a twtxt file while allowing its owner to add twts to it (or edit it outright), and I’ve been testing it on my site since the night I made that post. It’s still very much an MVP, and I’ve been intermittently adding features, improving security, and streamlining the code, with an eye to release it after I get an MVP done of project #2 (the reader).

But that’s where I’ve been struggling. The idea seems simple enough - another Node / express app (this one with a Vite-powered front-end) that reads a public twtxt file, parses the “follow” list, grabs (and parses) those twtxt files, and then creates a river of twts out of the result. The pieces work fine in seclusion (and with dummy data), but I keep running into weird issues when reading real-live twtxt files, so some twts come through, while others get lost in the ether. I’ll figure it out eventually, but for now, I’ve been spending far more time than I anticipated just trying to get it to work end-to-end.

On top of it, the 2 projects wound up turning into 4 (so far), as I’ve been spinning out little libraries to use across both apps (like https://jsr.io/@itsericwoodward/fluent-dom-esm, and a forthcoming twtxt helper library).

In the end, I’m hoping to have project 1 (the editor) into beta by the end of October, and project 2 (the reader) into beta sometime after that, but we’ll see.

I hope this has satisfied your curiosity, but if you’d like to know more, please reach out!

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@prologic@twtxt.net I know we won’t ever convince each other of the other’s favorite addressing scheme. :-D But I wanna address (haha) your concerns:

1. I don’t see any difference between the two schemes regarding link rot and migration. If the URL changes, both approaches are equally terrible as the feed URL is part of the hashed value and reference of some sort in the location-based scheme. It doesn’t matter.

2. The same is true for duplication and forks. Even today, the “cannonical URL” has to be chosen to build the hash. That’s exactly the same with location-based addressing. Why would a mirror only duplicate stuff with location- but not content-based addressing? I really fail to see that. Also, who is using mirrors or relays anyway? I don’t know of any such software to be honest.

3. If there is a spam feed, I just unfollow it. Done. Not a concern for me at all. Not the slightest bit. And the byte verification is THE source of all broken threads when the conversation start is edited. Yes, this can be viewed as a feature, but how many times was it actually a feature and not more behaving as an anti-feature in terms of user experience?

4. I don’t get your argument. If the feed in question is offline, one can simply look in local caches and see if there is a message at that particular time, just like looking up a hash. Where’s the difference? Except that the lookup key is longer or compound or whatever depending on the cache format.

5. Even a new hashing algorithm requires work on clients etc. It’s not that you get some backwards-compatibility for free. It just cannot be backwards-compatible in my opinion, no matter which approach we take. That’s why I believe some magic time for the switch causes the least amount of trouble. You leave the old world untouched and working.

If these are general concerns, I’m completely with you. But I don’t think that they only apply to location-based addressing. That’s how I interpreted your message. I could be wrong. Happy to read your explanations. :-)

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@alexonit@twtxt.alessandrocutolo.it thank you and welcome back to Yarn! The somewhat plushie-like look is intentional, so I’m glad it was noticed.

Only have 2 sizes of him in this pose, as well as most other sitting poses, but if there’s ever a sitting pose, shared by more than 2 of them, I’ll be sure to make a matrioska edit.

I bought an iPhone (as my third smartphone)
I never thought I would do this, but I bought an iPhone. It’s a pretty cheap iPhone SE 2. Gen (2020) used from eBay, like the device I got issued from my work. It’s so tiny and it’s really difficult to type even a short text like this. ⌘ Read more

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Ignite Realtime Blog: Openfire 5.0.2 release!
The IgniteRealtime community is happy to announce a new release of its open source, real-time communications server server Openfire! Version 5.0.2 brings a number of stability improvements and bug fixes.

Notably, it addresses a recently identified security vulnerability, identifies as CVE-2025-59154. The issue allows for potential identity spoofing via unsafe Common Nam … ⌘ Read more

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Since Google announced their intentions to heavily limit sideloading on Android, starting end of 2026, I’ve been looking for potential solutions, for this policy change, that threatens the majority of projects I maintain, in some way. Google already killed my browser project years ago, but I have no other choice, than to fight this, any way I can.

The best choice to deal with this, will probably be the Android Debug Bridge, which can be used not only to install apps unrestricted, but also to uninstall, or remove, almost any unnecessary part of the OS. Shizuku, combined with Canta Debloater, is the winning combination for now.

I’ve already removed most Google apps from my device: the annoying AI assistant, the stupid Google app adding the annoying articles, left of your homes screen, Google One, Gboard, Safety app… it’s amazing, no distracting Google slopware, like in the good old Android 2 days! And I absolutely intend to keep it this way, from now on, no new Google apps or services on my devices, unless Google can give me a good enough reason, to allow them there and whenever the app that verifies signatures, to block installing apps not approved by Google, I’ll just remove it from my device and advocate others do so too.

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Updated to Mint Cinnamon 22.2!

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Why do I care about this?

1. The load will become a problem at some point.
   
2. These crawlers and the current “AI” in general are breaking the rules. I am supposed to be paying for every little thing, I get sued for “piracy”. But apparently, these rules only apply to me. If I had more money, I could break them. Fuck that.
   
3. I simply don’t want it. Period.

This probably means that I can no longer host my own website. I don’t want to deploy something like Anubis, because that ruins the whole thing: I want it to be accessible from ancient browsers, like OS/2 or Windows 3.11.

I’ll keep an eye on it for a while. Maybe try to block some IPs.

Sooner or later, I’ll take the website down and shift everything to Gopher.

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We use all the Microsoft programs at work - Teams and Outlook especially.

After all kinds of technical problems with Teams, that sometimes go unresolved for over a year, Microsoft shifted their priorities away from fixing things and towards adding an annoying AI Copilot button, that just takes up space and all it does, is loads the website in Teams, so I disabled it. Soon they just add it back, but in a different row of icons, therefore it’s now a different button, you have to disable (I think they added yet another one, to the Teams, on my work phone and I had to disabled that too). Not too long after, the desktop one just enabled itself, because of “an error” and I can disable it, but doing so activates a popup, that begs you to turn it back on, every once in a while. You can’t disable the popup and can only click “Yes” or “Not now” on it. I still keep it disabled, out of principle, but yesterday I noticed yet another Copilot button, this time in the top right corner of my Outlook and this one cannot be disabled, on the business version of Outlook and even on the personal one, it’s only possible to do it through hidden privacy settings, by prohibiting the program from connecting to Microsoft servers, for extra “features”.

There’s people complaining about it online, so it’s clear nobody really wants it, but at this point Microsofts position is that you will have at least one useless AI button on your screen, at any given time, and you will be happy. And yes, their AI sucks and if I absolutely have to use AI for something, there’s already 2 better options, we have access to, at work.

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