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Tuesday, April 28th, 2026 03:00 pm

Posted by Pradershika Sharma

We may earn a commission from links on this page. Deal pricing and availability subject to change after time of publication.

The Anker Soundcore Nebula P1 portable projector has dropped to $639 from its usual $799, and price-trackers show this is the lowest it has reached so far. Here, the hinge-based body does most of the heavy lifting—instead of stacking books or adjusting furniture to get the angle right, you tilt the projector head itself until the image lines up with your wall or screen. It sounds simple, but in practice, it makes setup faster and less frustrating, especially in smaller rooms.

The detachable speakers add to that flexible setup. Each one pushes 10W and can be placed closer to where you are sitting, which creates a wider soundstage than you would expect from a compact projector. Around the back, the port selection keeps things simple with HDMI 2.1, USB-A, AUX, and USB-C for power, which is enough for a console, laptop, or streaming stick. The software side runs on Google TV, and the included remote has a built-in microphone along with dedicated buttons for YouTube, Netflix, and Prime Video, so jumping between apps feels quick. The bigger limitation is portability. There is no internal battery, so using it outdoors or in a different room means carrying a power source, which takes away some of the convenience the design suggests.

As for the picture quality, the 650 ANSI lumen brightness of this projector works best in a dark room, where colors look clean and bright scenes have a decent punch. Turn on the lights, though, and the image starts to lose impact quickly. Also, while the Soundcore Nebula P1 outputs at 1080p using pixel-shifting and looks sharp for most content, fine text and small UI elements can appear slightly rough around the edges. Setup is mostly hands-off, with auto keystone and focus running at startup, but features like screen fitting and obstacle avoidance still depend on the Nebula app instead of happening directly on the device—it gets the job done, though it is not as seamless as fully automatic systems.


Tuesday, April 28th, 2026 05:15 pm

In-person attendance deadline

For folks planning to join us in Birmingham, registration for in-person attendance closes 30 April, so you have two more days to sign up! The option for online-only attendees to add optional extras (conbook + coasters) closes 15 May. Virtual registration will be open until 4 June. Find out how to sign up HERE.


If you're attending in person, make sure to check out our Covid policy ahead of time. You can find it HERE.


Vidding Workshop assignments

If you're taking part in the Vidding Workshop and have yet to receive your assignment, don't panic! There's been a bit of a delay in acquiring and assigning sources, but assignments are slowly going out. We'll move the submission date back to give folks enough time to work on their fragments, and will share more once all assignments are out.


AO3 collections

If you're premiering a vid at this year's con, we have two unrevealed AO3 collections you can add your vids to:


Premieres collection – for vids premiering in the Premieres show 


Themed premieres collection – for vids premiering outside of the Premieres show


Important dates

30 April – deadline to register for in-person attendance

15 May – deadline to register for online attendance + add-ons (conbook; coasters)

4 June – deadline to register for online attendance only

5-7 June – VidUKon \o/
Tuesday, April 28th, 2026 11:12 am
Since I started posting my book log challenge lists, it’s been bothering me that I never posted the lists for years 2012, 2013, and 2014. I’ve decided to correct this, starting today with 2012.

You may notice that this list includes multiple entries for Frances Hodgson Burnett and Rosemary Sutcliff. In subsequent lists I decided that I could include each author only once per year, having realized that otherwise repeat author names might clog up the lists for ages.

Frances Hodgson Burnett - Editha’s Burglar

Franny Billingsley - The Robber Girl

Rosemary Sutcliff - The Chronicles of Robin Hood

Lisa See - Lady Tan’s Circle of Women

John Scalzi - Starter Villain

Rosemary Sutcliff - The Iliad. I never reviewed this book (or its companion The Odyssey. They had gorgeous illustrations by Alan Lee but otherwise were very standard retellings.

Frances Hodgson Burnett - The Cozy Lion. Didn’t review this one either. A bit of fluff.

Rosemary Sutcliff - The Odyssey

Elizabeth Wein - Cobalt Squadron
Tuesday, April 28th, 2026 02:30 pm

Posted by Khamosh Pathak

Windows users contend with a lot of updates. There's a new update every month on the stable channel, and every week on the Windows Insider channel. But not all updates are created equal. Some are mission-critical, with important security patches you won't want to miss. On the other hand, some can create issues themselves, introducing bugs or new features you don't want.

Until now, there wasn't much you could do when an update showed up. You could try to delay, but you'd be forced to install it a week later, sometimes in the middle of important work. With the latest Insider update, however, Microsoft is trying to fix that. Now, the company is testing a roundabout way to delay updates forever (though from a security standpoint, you shouldn't), as well as a process for installing updates that won't disrupt your workflow.

How to delay Windows updates forever

In the Windows Insider update rolling out this week, you can pause updates for up to 35 days at a time. That doesn't mean you have to update your PC once those 35 days are up, however. You can keep doing this manually indefinitely. There are no limits. When you have the option on your end, go to Settings > Windows Update > Pause Updates. You'll see a new date picker here to extend the update. Here, you can choose a date you want Windows to install that update—perhaps after the deadline for an important project, so you can be sure that the update won't interrupt your work.

You'll need to enroll your PC in the Windows Insider program if you want to try this new feature out, however. Microsoft has not officially rolled it out in a public Windows update, so unless you want to join Microsoft's beta program, you'll need to wait and see if the company decides to release this feature in the near future.

Pause Windows updates date menu.
Credit: Microsoft

Why you shouldn't delay updates forever

There are some caveats here. First, you'll have to do this manually each time to extend the pause period. Second, there's no option to cherry-pick which updates get delayed. It's just one option to pause updates, which can include multiple pending updates on your PC, even for drivers or security updates. When you pause updates, you lose out on all of it.

The monthly Windows update isn't just about new features you may or may not want: It also includes critical security updates that patch vulnerabilities and help protect your computer from attacks. In addition, it fixes longstanding bugs and issues, and introduces updates at the firmware and driver level that help improve the performance of your GPUs, memory, and peripherals. You can use this new "Pause Updates" feature to decide when exactly to install a monthly update (perhaps after waiting for a week or two), but from a security standpoint, it's not a good idea to delay updates indefinitely, just because you can.

Other changes to updates on Windows 11

You'll also be able to skip new updates when you're first setting up your Windows PC. During setup, you'll see a new Update Later button, which should get you to your desktop faster. When you do eventually install the update, the experience should be better than before. To reduce update fatigue, Microsoft is now trying to coordinate security, driver, and feature updates so they all appear together once a month. You'll also get a detailed view of all available updates in the Windows Update section. In addition, "Shutdown" and "Restart" will soon be available at all times—even when there is a pending update. You won't be forced into the "Update and restart" cycle just because you've delayed updates before.

Shutdown and Restart options even when a update is pending.
Credit: Microsoft

Tuesday, April 28th, 2026 10:42 am
[community profile] unsent_letters_exchange is an exchange for in-universe correspondence! We have some post-deadline pinch hits.

Requirements: 1000 words of fic, of which at least 500 words should be in a requested epistolary format
Due date: May 1st, 11:59PM UTC

Requirements: 1000 words of fic, at least 500 of which must be in a requested epistolary format.

PH 1 - Yu-Gi-Oh! 5D's x2, Yu-Gi-Oh! GX, Metal Fight Beyblade | Beyblade Metal Saga, ベイブレードバースト | Beyblade Burst (Anime), Pocket Monsters | Pokemon (Anime 1997-2023), ジョジョの奇妙な冒険 | JoJo no Kimyou na Bouken | JoJo's Bizarre Adventure

PH 2 - Minecraft: Story Mode (Video Game) x2, The Protomen x2, Bionicle (Generation 1) x2

PH 8 - Dune (Movies - Villeneuve), Stormlight Archive - Brandon Sanderson, The Worst Journey in the World - Apsley Cherry-Garrard

PH 17 - Thoroughbreds (2017), Succession (TV 2018), The Secret History - Donna Tartt

PH 18 - Teenage Mutant Ninja Turtles (TV 2003), Crossover Fandom, Rise of the Teenage Mutant Ninja Turtles (Cartoon 2018), Teenage Mutant Ninja Turtles (TV 2012), TMNT (2007)

For more details, or to claim: https://unsent-letters-exchange.dreamwidth.org/27840.html

Thank you for your consideration!
Tuesday, April 28th, 2026 07:32 am
serein (suh-RAN) or (rare/obs.) serene (suh-REEN) - n., a fine rain falling from an apparently clear sky, esp. after sunset.


This was, formerly, the supposed source of dew. The phenomenon is more common in tropical climates than temperate, and possible explanations include the cloud evaporating as it condenses the raindrops and the rain being blown from elsewhere. We got the word in the 1860s from French, from Middle French serain, evening/nightfall, from hypothetical Vulgar Latin form *sērānum, from Latin sērum, a late hour, neuter of sērus, late -- though note that this etymology is complicated by the nearby existence of serene meaning untroubled (from Latin serēnus, clear/cloudless).

---L.
Tuesday, April 28th, 2026 01:00 pm

Posted by Pranay Parab

Microsoft Edge is one of the most popular browsers on the planet. The spiritual successor to Internet Explorer, Edge is a modern browser based on Google's Chromium platform. That means you can use it with all modern Chrome extensions, along with a bunch of exclusive features that other browsers may not have. I've used Edge on Windows for quite a while, and these are my favorite hacks that I've found so far:

Use Drop to send links, files, and notes to other devices

Edge's "Drop" feature is an easy way to send stuff from your desktop to mobile devices, and vice versa. Drop works by storing files on OneDrive, so you'll need to sign in to the same Microsoft account on all devices to use this feature effectively. It's not as fast as Apple's AirDrop since it uses cloud storage, but Drop is much better for asynchronous sharing. This means your devices don't have to be unlocked and on the same wifi network when you want to share things.

You can access Drop by opening Microsoft Edge on desktop, clicking the three dots in the top-right corner, and going to More tools > Drop. Install Edge on any devices you want to use Drop with (PCs, Macs, Android phones, iPhones, iPads, etc.) and make sure you sign in to your Microsoft account. Now, you can "drop" anything in Drop, and it'll appear on all your devices. Note that Drop isn't easily visible on Edge for mobile devices. You need to open the menu, select the All Menu option, and use the Edit feature to replace any one toolbar item with Drop.

Use Edge's built-in task manager to kill resource hogs

Edge's task manager.
Credit: Pranay Parab

Whenever Edge slows down, use the browser's built-in task manager to locate the problem. I find this better than using Windows' Task Manager (or Mac's Activity Monitor): Browsers have dozens of processes running, making it difficult to identify the cause of a slowdown. With the Edge task manager, you'll only see browser-related processes. Press Shift-Esc to access this, or go to the three-lines menu, followed by More tools > Browser task manager. Here, focus on Tabs & extensions. It neatly highlights the system resources each tab or extension is hogging. When you've found the culprit, select it and click End task. You can easily disable a heavy extension in the browser without closing tabs and worrying about losing your data.

You can even use the search box in the task manager to locate certain tabs, which is useful for those of us who open hundreds of tabs in the browser. The "Browser" tab in the task manager highlights processes related to keeping the browser running, which is best for technically experienced users to identify browser issues. Most people will find what they need in the "Tabs & extensions" section.

Use this shortcut to open two tabs side-by-side

Microsoft Edge has a feature called "Split screen," which lets you open two tabs side by side, without opening a new window. This feature arrived on Google Chrome long after Edge shipped it. I love Split screen, but my only complaint is that it's buried under the three-dots menu by default. You can change this by clicking the three dots, then heading to Settings > Appearance > Toolbar, and enabling Split screen. This adds a "Split screen" button to the toolbar, making the feature easy to access.

Once you've done that, open any tab, click the Split screen button, and you'll see the two tabs side by side. You can use this feature to pair sets of tabs together, like Google Docs with YouTube to take notes while studying. Edge preserves all of your Split screen tabs as long as the window is open, so you don't have to worry about setting up Split screen tabs repeatedly. When you're in Split screen, you can click the three dots in the top-right corner of either tab to configure this feature to your liking. You can swap the two tabs' positions, or switch to a vertical split-screen layout.

Try vertical tabs to free up screen real estate

Vertical tabs are the superior choice for all desktop browsers. It moves the tabs list to a single pane on the left, and expands the available screen space for your content. This means less scrolling, a bigger frame for watching videos, and generally more optimal use of screen real estate. You can enable this in Microsoft Edge by going to Edge settings > Appearance > Tabs, and enabling Show vertical tabs. You should also enable Hide title bar in vertical tabs for a streamlined look, and Collapse pane in the tab bar to reduce the width of the vertical tab bar.

Use AI tab grouping to organize your tabs automatically

Try using Edge's AI tab grouping to organize your unwieldy number tabs. It's not as good as manually making tab groups, but when you're overwhelmed with more tabs than you can reasonably handle, this is a great strategy to sort out the mess. To use it, click the down arrow in the top-left corner of the browser's window, and select Organize tabs. This feature groups tabs by subject (News & Media, Finance & Investment, etc.), and allows you to drag and drop tabs to customize your groups.

Use "energy saver" to reduce slowdowns

Microsoft Edge has an energy saver mode that automatically puts background tabs to sleep. This will reduce the chances of a browser slowdown when you have lots of open tabs, and also extends your battery life by an average of 25 minutes, according to Microsoft. To enable the feature, go to Edge settings > System and performance > Performance, and turn on Enable energy saver.

Turn off "Startup boost" to speed up your old PC

Edge's Startup Boost feature in settings.
Credit: Pranay Parab

Startup boost is a great feature for anyone with PCs or laptops with powerful hardware. It keeps Edge running in the background with minimal resources, so the app can launch faster each time you open it. However, it's not ideal for older computers, or for users who dislike apps running in the background after they've closed them. If your computer is on the older side, you're better off without Startup boost. You can disable it by going to Edge settings > System and performance > System.

Disable Copilot to remove unnecessary AI features

While Edge has some useful AI features like tab organization, there are a whole bunch of features I never use. If you're like me, take a minute to disable all unnecessary AI features. First, go to Edge settings > AI innovations, and disable Copilot Mode. This option may not be enabled on all accounts, so if you don't see the toggle, you can move on.

Next, go to Edge settings > Appearance > Copilot and sidebar > Copilot. Turn off Show Copilot button on the toolbar. On the same page, click Manage Copilot settings > Privacy, and turn off Context clues, which stops the AI from using your browsing data for answers. You should also go to Edge settings > Start, home, and new tab page, and disable Copilot new tab page.

You can also go to Edge settings > Languages and disable all features that mention AI in the description. This includes Offer to translate videos on supported sites and Use 'Help me write' writing assistant on the web. Finally, if you don't want to use AI tab organization either, you can turn it off by going to Edge settings > Privacy, search, and services, and disabling Organize your tabs.

Use this setting to ask Edge to read articles out loud

Edge has a bit of a hidden feature that lets it read articles to you (and, in my opinion, the voice sounds pretty natural). This is buried under the three-dots button > More tools > Read aloud. Alternatively, you can use the keyboard shortcut Ctrl-Shift-U (or Cmd-Shift-U on Mac), and the feature is also available on mobile platforms.

Use "Visual Search" to search for any item on the webpage

Visual Search lets you right-click to start a search for anything on a given webpage. For instance, you can reverse image search an item you spot in a YouTube video, or select a landmark in a picture to learn more about it. When you want to use this feature, be aware that it takes a screenshot of the webpage and sends it to Microsoft. This is a privacy concern, but to be fair, Microsoft warns you about that, and requires you to agree to a privacy statement if you want to use the feature. You can right-click any webpage in Edge, and select Visual Search to get started. The feature is also available on mobile versions of Edge.

Tuesday, April 28th, 2026 12:30 pm

Posted by Pradershika Sharma

We may earn a commission from links on this page. Deal pricing and availability subject to change after time of publication.

The Bose QuietComfort Ultra Headphones (2nd Gen) are down to $399 (originally $449), which is the lowest price they’ve hit so far, according to price trackers. That drop makes them easier to consider, even with stronger competition this year from models like Sony’s WH-1000XM6. Bose has not changed the formula much in this second generation—you still get an over-ear design with plush padding and a firm but comfortable clamp for a secure fit. The only noticeable tweak is that the frame now uses a glossy metal finish instead of a matte one, which gives it a slightly more premium feel without changing how it wears.

The feature set is broad and mostly well-executed—these headphones support Bluetooth 5.4 with multipoint pairing, so you can stay connected to a laptop and phone at the same time without juggling settings. There is also a USB-C connection for wired listening, which unlocks lossless audio, something many competitors still skip. Plus, they power on automatically when you put them on and slip into a low-power mode when left flat, which is a small quality-of-life upgrade you notice quickly in daily use. Battery life is rated at 30 hours with active noise cancellation turned on, which is in line with most premium options. Bose also lets you charge and listen through USB-C at the same time, a practical addition for long work sessions.

Performance-wise, noise cancellation holds up well across different environments, taking the edge off airplane rumble, muting bus engines, and pushing most café chatter into the background, so you don’t have to keep adjusting volume just to stay immersed, notes this PCMag review. As for the sound, these headphones deliver a rich, bass-forward profile while keeping vocals and detail intact. Tracks with heavy low-end, like electronic or hip-hop, come through with depth and punch without overwhelming the mix, and vocals sound full, though the slightly recessed midrange means guitars and some instruments don’t cut through as sharply. Also, while you do get presets and noise control modes in the companion app, its simple three-band EQ does not give you much room to fine-tune the sound.


Tuesday, April 28th, 2026 08:32 am
I could have featured this song today; instead I wrote Bette Midler and friends sing a Woody Guthrie song for Tuneful Tuesday.

Tuesday, April 28th, 2026 01:23 pm

Title: Religious Icon
Fandom: Babylon 5
Author: [personal profile] badly_knitted
Characters: G’Kar, Ta’Lon.
Rating: PG
Word Count: 300
Spoilers/Setting: The Ragged Edge.
Summary: G’Kar had never intended knowledge of his writings to become so widespread.
Content Notes: None needed.
Written For: Challenge 513: Amnesty 85, using Challenge 14: Performance Anxiety.
Disclaimer: I don’t own Babylon 5, or the characters. They belong to J. Michael Straczynski.




Tuesday, April 28th, 2026 11:08 am

Posted by an

Every month in OTW Signal, we take a look at stories that connect to the OTW’s mission and projects, including issues related to legal matters, technology, academia, fannish history and preservation issues of fandom, fan culture, and transformative works.

In the News

A discussion on NPR Radio centered on a growing debate: should fanfiction have remained tucked away in private internet forums and zines, or was its advance into the mainstream inevitable and even beneficial?

That conversation seems to reflect a broader cultural shift, indicated by several recent news stories describing fanfiction as not only a major force in pop culture, but also a legitimate creative endeavor.

For example, in an article for Vogue, Alexandra Romanoff describes how fanfiction gave her the incentive to immerse herself in romance in her writing while helping her better understand story structure and how to develop a complete narrative.

I had such a specific vision in my head for how these people interacted, how they felt about their world and each other. Eventually, there was nothing to do but to start typing it all out into a Word doc.

This growing legitimacy is also reflected in fanfiction’s increased visibility in publishing and the media. In How fan fiction went mainstream, Danielle Hewitt and Noel King explain that after a wave of commercially successful books and films which began as fanworks, from 50 Shades of Grey and The Love Hypothesis to Heated Rivalry, publishers are now actively scouting fan spaces for talent—a dramatic reversal from earlier attitudes that treated fanfiction as something to hide.

I think part of it is just a broader mainstreaming of fanfic, and that people are kind of waving that fanfic flag proudly in a way that they hadn’t a decade or so ago. And if we’re understanding the structures of traditional publishing, whether it is the editors who are acquiring works or literary agents, a lot of these people are people who grew up on fan fiction, right? So they might not have the same hangups or ideas about fan fiction that previous generations had. They’re interested in it, and they see it as a legitimate form of writing.

Beyond publishing, fanfiction is also being recognized for being, at its core, a collaborative community. Writers create and share stories not for profit but for connection, creativity, and mutual enthusiasm. In a story for the University of Tennessee’s The Pacer, author Bethany Collins emphasizes this aspect, portraying fanfiction as one of the internet’s most honest and participatory forms of storytelling.

Fan fiction is unapologetically sincere. People are not pretending they are above caring. They are not hiding their excitement behind layers of irony. They are saying, very openly, “This story mattered to me, so I made something in response.” That kind of vulnerability can look embarrassing from the outside, especially in a culture that often rewards detachment and sarcasm. But it is also what makes these communities feel so human.
In fandom, emotion is not something to be hidden. It is the entire point.


An article published in The Harvard Gazette describes how the Harvard-Yenching Library, Harvard University’s primary location for East Asia-related collections, is building a unique collection of K-pop fan merchandise to chronicle the global rise and cultural impact of Korean pop music. The collection, which includes items from the 1990s to today, includes things like posters, magazines, and other fan goods tied to idol groups.

The project was inspired in part by a course on “Korean Stars” taught by Professor Chan Yong Bu, who uses these materials to help students understand how fandom, celebrity culture, and media industries shape K-pop’s success.

The Harvard Gazette article emphasizes that K-pop fandom has historical roots going back to early 20th-century Korean celebrity culture and evolved through television stars in the 1980s and first-generation idol groups in the 1990s.

Overall, the collection treats fan merchandise not just as memorabilia, but as important cultural artifacts that reveal how K-pop’s global influence is built, marketed, and experienced by fans.

OTW Tips

Would you like to learn more about the preservation of fannish history? The AO3 Fanzine Scan Hosting Project (FSHP), a project of the OTW, is dedicated to the digital preservation of zines and other fannish artifacts, with permission from the creators and/or publishers. If you are interested in helping us preserve fanworks for the future, or if you have any questions about the FSHP, please contact the Open Doors committee!


We want your suggestions for the next OTW Signal post! If you know of an essay, video, article, podcast, or news story you think we should know about, send us a link. We are looking for content in all languages! Submitting a link doesn’t guarantee that it will be included in an OTW post, and inclusion of a link doesn’t mean that it is endorsed by the OTW.

Tuesday, April 28th, 2026 11:06 am

Posted by Bruce Schneier

Two weeks ago, Anthropic announced that its new model, Claude Mythos Preview, can autonomously find and weaponize software vulnerabilities, turning them into working exploits without expert guidance. These were vulnerabilities in key software like operating systems and internet infrastructure that thousands of software developers working on those systems failed to find. This capability will have major security implications, compromising the devices and services we use every day. As a result, Anthropic is not releasing the model to the general public, but instead to a limited number of companies.

The news rocked the internet security community. There were few details in Anthropic’s announcement, angering many observers. Some speculate that Anthropic doesn’t have the GPUs to run the thing, and that cybersecurity was the excuse to limit its release. Others argue Anthropic is holding to its AI safety mission. There’s hype and counterhype, reality and marketing. It’s a lot to sort out, even if you’re an expert.

We see Mythos as a real but incremental step, one in a long line of incremental steps. But even incremental steps can be important when we look at the big picture.

How AI Is Changing Cybersecurity

We’ve written about shifting baseline syndrome, a phenomenon that leads people—the public and experts alike—to discount massive long-term changes that are hidden in incremental steps. It has happened with online privacy, and it’s happening with AI. Even if the vulnerabilities found by Mythos could have been found using AI models from last month or last year, they couldn’t have been found by AI models from five years ago.

The Mythos announcement reminds us that AI has come a long way in just a few years: The baseline really has shifted. Finding vulnerabilities in source code is the type of task that today’s large language models excel at. Regardless of whether it happened last year or will happen next year, it’s been clear for a while this kind of capability was coming soon. The question is how we adapt to it.

We don’t believe that an AI that can hack autonomously will create permanent asymmetry between offense and defense; it’s likely to be more nuanced than that. Some vulnerabilities can be found, verified, and patched automatically. Some vulnerabilities will be hard to find but easy to verify and patch—consider generic cloud-hosted web applications built on standard software stacks, where updates can be deployed quickly. Still others will be easy to find (even without powerful AI) and relatively easy to verify, but harder or impossible to patch, such as IoT appliances and industrial equipment that are rarely updated or can’t be easily modified.

Then there are systems whose vulnerabilities will be easy to find in code but difficult to verify in practice. For example, complex distributed systems and cloud platforms can be composed of thousands of interacting services running in parallel, making it difficult to distinguish real vulnerabilities from false positives and to reliably reproduce them.

So we must separate the patchable from the unpatchable, and the easy to verify from the hard to verify. This taxonomy also provides us guidance for how to protect such systems in an era of powerful AI vulnerability-finding tools.

Unpatchable or hard to verify systems should be protected by wrapping them in more restrictive, tightly controlled layers. You want your fridge or thermostat or industrial control system behind a restrictive and constantly updated firewall, not freely talking to the internet.

Distributed systems that are fundamentally interconnected should be traceable and should follow the principle of least privilege, where each component has only the access it needs. These are bog-standard security ideas that we might have been tempted to throw out in the era of AI, but they’re still as relevant as ever.

Rethinking Software Security Practices

This also raises the salience of best practices in software engineering. Automated, thorough, and continuous testing was always important. Now we can take this practice a step further and use defensive AI agents to test exploits against a real stack, over and over, until the false positives have been weeded out and the real vulnerabilities and fixes are confirmed. This kind of VulnOps is likely to become a standard part of the development process.

Documentation becomes more valuable, as it can guide an AI agent on a bug-finding mission just as it does developers. And following standard practices and using standard tools and libraries allows AI and engineers alike to recognize patterns more effectively, even in a world of individual and ephemeral instant software—code that can be generated and deployed on demand.

Will this favor offense or defense? The defense eventually, probably, especially in systems that are easy to patch and verify. Fortunately, that includes our phones, web browsers, and major internet services. But today’s cars, electrical transformers, fridges, and lampposts are connected to the internet. Legacy banking and airline systems are networked.

Not all of those are going to get patched as fast as needed, and we may see a few years of constant hacks until we arrive at a new normal: where verification is paramount and software is patched continuously.

This essay was written with Barath Raghavan, and originally appeared in IEEE Spectrum.

Tuesday, April 28th, 2026 11:56 am
One of the aims of the tour we've been on was to look at the sites of various classic WWII air war films and get a proper perspective on them.

Tags:
Tuesday, April 28th, 2026 11:35 am
It's time for another dream roundup!


Dreams from March and April. )


Finally: in one dream, I was trying to remember whether the word for someone who doesn't drink was 'geepltimer' or 'geppltimer', and then I woke up and remembered it was 'teetotaller'.
Tuesday, April 28th, 2026 09:02 pm
Shows: SGA
Rec Category: Rodney McKay
Characters: John Sheppard/Rodney McKay/Rodney McKay, Carson Beckett, Radek Zelenka
Categories: M/M/M
Words: 3657
Warnings: no AO3 warnings apply
Author on DW: [personal profile] alex51324
Author's Website: Alex51324 on AO3, and on LJ
Link: A Tale of Two Rodneys on AO3
Why This Must Be Read: An amusing tale where yet again Rodney accidentally activates an Ancient machine on Atlantis. On this occasion it duplicates him. This of course leads to great consternation and a lot of snark and argument between the Rodneys. Eventually, Radek and the linguists figure out the machine's purpose, and John finally gets rewarded after a very trying day. A fun romp!
This is by the author of "I, Rodney" in which Rodney's an android. You can check that one out at the LJ link above.

snippet of the fic under here )

Tuesday, April 28th, 2026 10:00 am
Stirling is on the River Forth.

This is the old bridge (no, not the one the battle of Stirling Bridge was fought on, which was there before this later medieval one)



More pics! )