I don’t think the post has a lot to offer, but I will share thoughts on how a modern operating system can add _a lot of value_ both for non-agentic users and for agents.
Looking towards macOS and iOS for example, an underrated feature for the “it just runs your web browser” crowd is all of the system-provided databases. These turn rather specialized systems - photo libraries, music streaming, calendaring, contacts management, and mail into shared databases that link applications together.
On iOS it goes much further - because of HealthKit, my Withings scale, my Garmin (when I had one), my MyNetDiary nutrition tracker, my continuous Glucose Monitor, and my third-party analytics apps share the same access to my data. And it is done securely - I can choose exactly which part each sees. This is a tremendous resource for both developers and LLMs.
My calendar, hosted on a personal server but available through Calendar, is transparently available to my to-do list app - so I can see my appointments, my tasks, and even my workouts (thanks to health kit) in one view.
Weather is a system service on iOS. Calendar is a system service. Contacts is a system service. Health data is a system service. Even music - third-party apps can control and consume your music library on iOS - is a system service (if you use it).
My Mac knows how to develop RAW files out of the box, and it can connect with integrations to get them printed, and use my library metadata to sync my favorites to my phone. I have a third party app that syncs my Apple photos library to my NAS.
A good OS, like iOS or macOS, could be the fabric that holds all your vibe-coded and ephemeral LLM apps together. I see it making a whole new category of things possible.
For the record: I didn't suggest this post did have a lot to offer. I didn't submit or upvote it. I pretty conscientiously kept it simple and abstract, because (as I said in a different thread) this genre of posts ("I just left the company I'm highly associated with, to do this new thing") is deeply cursed.
You still gotta write the post, though, because otherwise what you get is a circulating Twitter post.
I'll write something more fulfilling about this next week, I think.
But so much of macOS is also uninstrumentable except via undocumented APIs that are unreliable at best. Why wouldn't Linux or even FreeBSD be even better? They're not limited to content but even the source that can be updated and rebuilt to do literally anything.
Honestly, as a long time Emacs user, agents are amazing because when all your functionality and data lives in open source code and text files, the world is literally your oyster.
Linux and the BSDs might be more instrumentable, but the rest of the experience is so fragmented in comparison. Regardless of category, there is no single service or data format that everybody has agreed to use and build on top of.
The advantage of the Apple approach is that the user’s data is instantly available across third party apps. For example, instead of needing to build (or import) a whole CalDAV apparatus to be able to build a little calendar-based todo app, you can just use the system calendar API and let the OS do the heavy lifting, making your app much more lightweight and instantly usable with almost no user configuration. This naturally applies for scripts and agent skills, too.
> Why wouldn't Linux or even FreeBSD be even better?
Because Linux doesn’t offer a rich set of system services built around the needs of desktop users and exposed through curated APIs.
Linux can’t be better at providing a shared calendar API or a shared photos library API, or one of dozens of other APIs because Linux just doesn’t have those features.
Some particular DE could offer those features, but then who is going to build the app ecosystem around that? And isn’t it going to suck when you want to make a Linux native photos app but it doesn’t work on Ubuntu because your LLM was trained on KDE?
I’ve been getting into photography recently. I enjoy capturing the beauty of light in everyday moments - you’d think I’d run out of things but after years in the same place, breathtaking moments are a daily occurrence (if I am looking).
On one of my walks, I had the realization that if I were blind and suddenly re-gained my vision, I would be overwhelmed with joy and gratitude to be able to see these things. And yet it is not natural for the sighted to feel overwhelmed with joy and gratitude every time they open their eyes.
I try to practice gratitude daily; at first it was difficult to come up with things, but my perspective has since broadened. I am deeply grateful that I can see the way light filters through haze in late September. I can hear beautiful music (an unlimited supply, of anything I want, at any time!). I can run (to think, I used to consider this a burden!). I could go on listing things for hours.
You can experience joy in the good things in your life before the loss. Enjoy every sandwich - even the soggy ones.
How can you want for other people what you don't want for yourself? Why should other people die, for example of cancer, when having the chance I'll opt for the cure?
I don’t want to live longer than a natural human lifespan. When I was younger and immature I did, but I’ve outgrown that. Death is as natural a part of life as birth.
Perhaps I will mature enough to appreciate death if I'm given a few hundred, or a few thousand, years to think on it. For now, I stand firm in my conviction that death is bad in the general case.
Life expectancy has changed a lot. In 1900 the life expectancy was around 40. A while before that it was 30. What will it be if we cure cancer, alzheimers, dementia, heart disease (the main killers of "old age")?
This sounds like you've just accepted that death is inevitable and you might as well not fight it, which is fair, but that's quite different from not wanting to live longer if the opportunity was available.
The question is not if you want to live longer. It's "when you'll get cancer, will you refuse the cure to get rid of it"? And when you'll be old and frail and full of aches, will you refuse medicines to make your mind sharper and your body stronger? And when you'll be a strong, healthy and sharp 95 yo, will you choose euthanasia because you've reached the natural human lifespan?
This is just copium. On your deathbed, offered the chance to live another decade with the vitality of your 20s alongside your loved ones, you almost certainly would not say this unless you were actually just suicidal.
I don't have kids. I have not caused a need for me to die to make room or to be "replaced" (though "overpopulation" arguments are often eugenicist and/or racist propaganda, and don't engage with actual density/agricultural limits, so I'm hesitant to make any arguments based on whether there is room for people to not die).
You would like Trump and Biden and their generation of leadership to be in power for the next 200 years? You would like for there to never be a disruptive new generation of people bringing fresh ideas and fresh thinking ever again? You wish to be encumbered by 17th century thinking and ideas for the rest of eternity because those people never died and grew set in their ways?
Do we really need 8 billion people to die to keep a few dozen out of power? Surely we can come up with some alternatives? Just spit balling, but I've heard of something called "term limits", which, as far as I know, does not require mass death.
a) I don't want any of those things
b) I don't understand why you think those things are necessary consequences of people living much longer
c) Even if they were, I don't want 'fresh ideas' so much that I am willing to sacrifice billions of lives for them
There must be some benefit if all the providers are doing it independently.
GPT5.6-Sol on Max thinking just became regarded as of a few days ago.
The boosters will tell me it’s my fault for using such an old, cheap out-of-date low quality near useless wish.com model (that was SOTA and better than human coders one month ago).
We are being A/B tested on and there is nothing you can do about it.
Oh, yes there is. DeepSeek 4.1 Flash on max thinking can simply be dropped into Claude Code. Close your eyes as the chain-of-thought traffic scrolls by and you can easily fool yourself into thinking you're still running Opus, in terms of both cognition and throughput.
To be fair, matching Opus's throughput costs about as much as a new car, but cars suck nowadays and you didn't want a new one anyway, right...? Failing that, rent a cloud server, one that you control.
Again, I’m out of my element here, but isn’t the entire industry dependent on “new better releases frequently”? If so, and if no one has made any meaningful breakthrough, might they all pursue this kind of deception just to stay afloat/“competitive”/relevant?
They might but multiple competitors engaging in ongoing deception as an intentional corporate strategy isn't required to explain what we're seeing. It's entirely possible to get the same clearly unethical outcome without any employees knowingly participating in an explicitly unethical plan of record.
Instead it happens without overt coordination when individuals and groups within an org each pursue their local metrics and incentives. In isolation, no individual action seems obviously unethical on its own. They just look like 'optimizing performance', 'maintaining ASP or ARPU targets' or 'achieving operating margin', etc. Customers are still getting deceived and receiving less for their money than they think. The difference is most of the people involved in enabling it get to not feel bad about themselves.
See Shepard tone. Similarly model releases could be engineered to appear that they’re always getting better by slowly degrading and upgrading at the right time. That plus hitting some benchmarks and making a lot of noise around that.
Kinda. Off the top of my head, DeepSeek and their thinking model was pretty new and interesting. Multi input models are also newish (combined input of text, image, video, audio, etc). Then there's Jev, a recently release that has a lot of people talking. It isn't really an LLM, but also is one.
Sam Altman believes he can train a model entirely on synthetic data, which he admits would not have human world knowledge but is interesting none the less, which likely led to their mathematical models.
Overall models have become cheaper to run and smarter per token.
They obviously test various quants and other serving cost saving strategies. Models like Fable are probably trillions parameters with hundreds of billions active MoE. They probably try to squeeze and quant each piece until people notice.
Android doesn’t have a single decent calendar app. The apps that do exist and are cross platform are _almost always_ a worse version of the iOS app. I tried making the switch to Graphene and even after giving in and using the Play store to find apps, it was just impossible.
The launchers were fine, but the app experience being abysmal just made Android a non-starter. I don’t understand how people don’t see this.
RCS didn’t even work as well as it does on iPhone.
And this isn’t a walled garden comparison - I don’t use iCloud or any Apple services aside from iMessage (for people who don’t have signal).
Try using a self-hosted calendar on Android - absolutely impossible if you have any expectation of it being usable. And no, an unreliable third party app that promises to sync in the background does not count, mostly because it doesn’t work well. iCalendar works. You should not need to buy Business Calendar 2 to get a worse version of what iPhone users get for free.
There are a half dozen apps at least I could tell a similar story about.
I disagree strongly with "iCalendar works". Basic sync to Google Calendar causes weird artefacts and notifications (like getting event invites for events that are already accepted).
I also strongly dislike the iOS Calendar UI, though that's possibly also because of iOS itself being rather unintuitive. Floating buttons in four corners of the screen just isn't very clear. In my opinion Google Calendar, even on iOS, is much better. More reliable on iOS too, but Google's app syncing better with Google's servers isn't really a good comparison.
I have no problem syncing with DAVx5 across various iCal sources on my phone. iOS seems pretty funky about its protocol requirements (and if it fails to understand the protocol, it's hard to tell why it failed). Apple practically invented the protocol, they should offer some kind of explanation of why it's not working.
That said, I do think Google should invest more into getting third party calendar support into their GCalendar apps. I don't want to need a third party app even if the app works fine, it should be part of the standard calendar app.
The nice thing about calendar app is it uses a system-wide database that other apps can use. So my TickTick app can show my self-hosted Synology calendar events alongside my work Outlook calendar events, and TickTick doesn’t have to do anything special. Android has a similar system but the integration is far less consistent and Google Calendar (the only calendar app approaching decent) doesn’t play nice with it.
The big differentiator is speed of input. On iOS I can drag and drop to move, and also to adjust the start and end time of events, all without clicking into every event. This is huge if you time block your day. It was insane to me that Android just couldn’t support this workflow without being brutally, painfully slow.
> Floating buttons in four corners of the screen just isn't very clear.
It’s just a toolbar with a transparent background. I don’t see how that causes confusion. It’s not like they move around or something. And this pattern is used in basically all apps. Not nearly as bad an abomination as the FAB, IMO.
I absolutely agree. I tried switching to Android but calendar and task support is abysmal on Android if you don’t use Google Suite. I simply do not trust that any of those 3rd party Android apps will do the job. Too many times something disappeared, hasn’t updated, or otherwise failed. The UX is also a complete clusterf*k. It’s seriously bad and I assume people don’t talk about it much because most use Google services anyway.
Oh you know what as someone who has used android from the start ever since i had a smartphone. You are 100% correct the only halfway decent calendar app is Google Calendar and even that is mostly meh.
I was an early adopter of Live Mesh, and thought it was awesome. From the outside, it was mind-boggling that it didn’t gain traction.
You write about it as an idea that has been abandoned, but I think really it is an idea that has become distributed over other systems. iCloud Photos works essentially the same way Live Mesh implemented it. Apps use iCloud as a storage medium with built in backup and sync. Apps are collaborative by default now.
But I suppose I only had my own vision of the product as a user, maybe your aspirations go further.
You're absolutely right that all apps have evolved in the same direction, not necessarily because they were inspired by Live Mesh, but mostly because it's a pretty obvious/useful direction.
I think Live Mesh wanted to be the platform piece of that so that (e.g.,) iCloud Photos wouldn't have to implement that themselves. Moreover, it would allow users to have a unified management of the distributed system instead of dealing with each app separately. That's the part I miss.
They usually do a noticeably bad job at kerning and text in general. They’ve gotten much better but it still doesn’t quite match the results of actually using a font/computer-generated text.
They also tend to not lay things out in quite the pixel perfect way you’d expect from a good designer. But that’s not as good a tell because many designers also fuck this up.
I probably wouldn’t catch these good examples as AI in a casual context, but those tells would be enough to decide if I was asked.
To me, it seems more to be something about the colors, but other than saying that they are often oversaturated, I can't quite place exactly what it is. I sometimes try to open them with an image editor and zoom in, or use other tools to try to "discover" what it is that I'm seeing, but without success so far. It doesn't help that graphics is not something I have experience with.
To be fair, the “threat” was to post a story to Instagram, so perhaps “warning” is a fairer characterization of what happened.
I do have compassion for the business owner though - lots of mixed signals between people selling AI and the people having been sold AI now rejecting it.
If not even software engineers can keep up (we still see slop posted here regularly), how is a non-tech person supposed to know better. I try to be gentle and/or keep my mouth shut when it’s people who can’t be expected to know better.
Looking towards macOS and iOS for example, an underrated feature for the “it just runs your web browser” crowd is all of the system-provided databases. These turn rather specialized systems - photo libraries, music streaming, calendaring, contacts management, and mail into shared databases that link applications together.
On iOS it goes much further - because of HealthKit, my Withings scale, my Garmin (when I had one), my MyNetDiary nutrition tracker, my continuous Glucose Monitor, and my third-party analytics apps share the same access to my data. And it is done securely - I can choose exactly which part each sees. This is a tremendous resource for both developers and LLMs.
My calendar, hosted on a personal server but available through Calendar, is transparently available to my to-do list app - so I can see my appointments, my tasks, and even my workouts (thanks to health kit) in one view.
Weather is a system service on iOS. Calendar is a system service. Contacts is a system service. Health data is a system service. Even music - third-party apps can control and consume your music library on iOS - is a system service (if you use it).
My Mac knows how to develop RAW files out of the box, and it can connect with integrations to get them printed, and use my library metadata to sync my favorites to my phone. I have a third party app that syncs my Apple photos library to my NAS.
A good OS, like iOS or macOS, could be the fabric that holds all your vibe-coded and ephemeral LLM apps together. I see it making a whole new category of things possible.
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