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I'm an amateur and would never let AI touch a live database....

It doesn't feel like speech recognition has been improving at the same rate as other generative AI. It had a big jump up to about 6% WER a year or two ago, but it seems to have plateaued. Am I just using the wrong model? Or is human level error rate, some kind of limit, which I estimate to be about 5%.

I'm typing this on an 8gb MacBook and Tahoe. it's mostly fine

You must not be doing much else then.

My M1 8GB Air did great before Tahoe; even medium complexity Xcode projects ran fine on it with other apps running. Since I made the mistake of upgrading it to Tahoe, it’s too painful to work in those projects.


Yeah it sounds like you’re the target audience for 16GB of RAM.

If you even know what XCode is you're not the target audience for 8GB

And who exactly is the target audience for a regression?

It chugs if I launch a node server yes but that's an outlying use case for an 8gb air.

AI is so good these days I am using the laptop for quick changes more often, as I just push every change. I rarely need to fiddle. The general experience of using my desktop and laptop are converging.


Let me ensure I understand you.

Running a node.js server on Tahoe makes your macbook sluggish and you feel like Tahoe is fine performance wise?

May I reminded you that 10 years ago people also ran chrome and node js webservers and this was not a problem in any way with 8GB of ram.


That's very interesting to hear. I didn't know that.

I developed Node.js applications 10 years ago on a 2009 MacBook Pro with 5GB of RAM, and it was only a little tight on memory. 8GB _should_ be enough for moderate complexity development, but everything has become more and more memory-hungry with time.

> It chugs if I launch a node server yes but that's an outlying use case for an 8gb air.

May I ask if you have many 3rd party apps installed? What apps do you usually keep open at a time? Because 8GB should be more than fine for a node server.

Is it an Apple Silicon Air, or an older Intel model?


What are you doing in your node server? That shouldn't take up a ton of RAM.

It used to feel way better, that's the issue.

Tahoe is a massive regression in my personal experience (16GB here). So many random bugs and menu bar pop-up slowdowns (how is the system menu bar this unresponsive?).

Spotlight has gotten so bad, I can literally count the time it takes between typing the app name and the result showing up in the dropdown. Ended up switching Spotlight to Tuna.


Oh my god, yes. Spotlight on Tahoe is a joke. Why will it so often not display any results at all, even for system apps like Safari or Terminal? You’d think those would be in an always available cache guaranteed to always show up instantly? So many questions.

> Why will it so often not display any results at all, even for system apps like Safari or Terminal?

I've experienced this too, even after giving spotlight multiple shots months apart. For your sanity, I say just stop using spotlight. Don't let Apple steal your valuable waking hours with their crap QA.


what to use instead to launch apps and find stuff?

Tuna (https://tunaformac.com), like I mentioned earlier. Made by a really creative solo dev, minimal, and not as complex as raycast.

It's a night and day difference compared to the pile of garbage Spotlight.


I’ve had issues like that in the past, had to clear the cache for the spotlight index or something like that. Fixed it right away. Not sure if you’re facing the same issue.

For some reason Alfred is also a *lot* slower on Tahoe. I can often wait a whole second after pressing the shortcut before the bar appears whereas on Sequoia it was instant.

I wonder if there's actually something else with your OS. Have you tried wiping it, and starting again by clean?

Yes, it's the Windows solution. But I haven't experienced this at all.


I ended up downgrading to Sequoia. Day and night difference! My air m2 16GB is snappy again!

And settings app does actually work!


Exactly. 8 GB still seems plenty for lightweight work, even under Tahoe.

For general browsing and webapps and writing papers and watching Netflix and whatever, this is great.


How did you type this from the lock screen?

I have an M3 8gb air and it' mostly fine, unless I have a node server running or similar. Otherwise it's not very different to my M4 16gb iMac

I've no idea what the storage is on either of them, I've never looked. The days of needing storage are behind me, personally


I'm pretty old and was the same as you for about five years, but now I just tick anything, much like the young adults. If they want my info, they can have it. I've not heard a convincing explanation why I, personally, should care

The problem is most of the time - perhaps all the time - you don't need to care. However you won't know about the exception until it is too late.

My experience is different. I was diagnosed with ADHD as a kid, but I never took medicine. I took amphetamines recreationally at uni, and the sense of calm and focus and relaxation it gives you is quite material. I think it stimulates the part of the brain that enables you to focus and relax.

I did briefly see a psychiatrist and took amphetamines under his care, but ultimately decided that I didn't want the hassle of medical supervision, so preferred non-medical treatments.

But the experience made clear to me that meds do have a role. I suppose I use coffee as a mild stimulant. Although it's so mild, I'd never really think of it in that way.


I'm hearing most of this for the first time, and it sounds ridiculous. Anyone who grows their own veg knows decentralisation is a terrible idea

I'm definitely cheap when it comes to software costs, and I'm guilty of paying for big bills of mud.

This is completely different though. In the past I'd always go back to paid SaaS when the mud broke apart.

Not true for the past 18 months for me, I am developing features, maintaining code, all via natural language to a much higher standard than I've ever had in my business before.

A low bar, perhaps, but it's definitely not the same.


millions of owners have bought FSD

Yes, 1.1 "millions" in particular, according to Grok:

> 1.1 million active FSD subscriptions/purchases globally (reported in Tesla's Q4 2025 earnings deck and call)


devs are not business people.

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