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Though I think we gotta take models seriously and have safeguards around them, this is not about national security. This about frontier labs freaking out after all that DeepSeek and other non US labs are pulling off lately.

I work for a bank, and local models are banned. I have been waiting for Opus 5.5 to be enabled, and it’s still being evaluated. Things take their time, models are evaluated, and risk assessed. There is nothing new here. And I am pretty much certain such practices have been in place in critical US agencies since a while.

A blanket ban is nothing more than a desperate attempt to delay the inevitable.


I would love to know if I can use one of this to get unlimited data worldwide.

Jokes aside, keystone wallets are air gapped. And not air gapped but awesome the lesser known but imo best of all, gridplus lattice1.

Heck, even a trezor, despite their mail provider being hacked, is better.

I, however, dont endorse the iPhone idea.

Just don’t buy ledger, terrible company. Many of my friends are getting endless spam because of them. The key backup is a disaster after they promised it was not possible to retrieve it. Their software stack is closed source.

This is imo the last nail in the coffin for them. They should refund all the money lost, and issue a worldwide recall.

Lots to hate about them.


How does your air gap defend against someone opening the case and adding a wireless transmitter though? Which is what happened here.

You are right, anti tampering, and not even that. Air gapping protects you from other threat.

Lattice for example, has strong anti-tampering features.

Then what is the best solution aside from tightly controlling the supply chain?


There isn't one, that's sort of the thing. The invisible hand of downvotes is the only thing indicating that in the thread, and thus only indirectly. We only have two choices, a magical tampering detector that bricks the whole thing (maybe desirable for some applications, if it never false positive'd), or, the vulnerability.

I'm not even sure a tampering detector would help. If this can happen, I'm fairly sure someone would figure out how to do the ocr by appending components externally.


Lots of downvotes for people asking questions out of ignorance.

You are right, it’s virtual impossible. You gotta trust the supplier.


Not as fast for me. I was able to snatch a spark before the horrible price hike, and I have it at 40/50tok/sec. Before I had the great 3090 setup which is what led me to get the spark. That 3090 is now relegated to creating videos of my kids doing dumb things.

I now backordered two more sparks, before the hike... hoping they will honor the agreed price and dont cancel on me. They should arrive in a month,

Its evidently clear the frontier labs won't keep on giving us cheap inference for much longer. I also watch in disbelief how people say a sub is cheaper, which probably is. But you loose on so many other things (privacy, predictability, censorship...)


I pray for the flood of CXMT high speed memory and Huawei accelerator chips


They could easily give us a system that can be easily upgraded. At least the SSD.

And I would inmediately put an order for a 256GB Mac Studio with 1TB SSD, if I were to know that SSD can be upgraded later on. I dont even mind if I have to buy premium SSD upgrades from Apple.

But locking the system in and knowing the decision is final? No thanks. And no way I am shelling 18k or whatever outrageous sum they ask for 8 extra TB.

It might be they are leaving money off the table with their greed.


Because Apple keeps on selling devices with 256GB SSD and this takes between 8-14GB of very valuable disk space, for a feature that most of us don't really use.

It doesn't help that Apple never understood what Siri is and how it should work.


Unrelated... just use your just locally installed qwen 3.8 and instruct it to figure out why you arent at 16x.

For me, I didnt know I was on 4x and I was able to, giving it enough permissions, with a good harness like PI, to figure things out and go 4x -> 8x -> 16x.

It probably will take some opening the case and switching ssds around, but it's amazing how powerful these models have become.


As somebody developing hobby apps, there are things i just can’t use. Take an example cloudflare workers. I recently worked on a poc for an app. I ended up hosting it at home due to the uncertainty.

The caps were very generous but I wasn’t going to spend a minute worrying about what if a malicious actor took over


I have a 20x sub and it feels like the 20$ sub eight months ago. I can easily burn it in an afternoon, and I don't have many projects.

According to API usage, they cut you off at around the equivalent of 900$ of API usage, whatever that means. It's very difficult to track all this, and very subjective. What validates me is that of all my friends I am not the only one.

I can only imagine the 100$ users must be feeling the rug being pulled even harder.

Anyway, this has led me to get a Spark, and a second is on the way.


I still have to find anybody using Siri on his Mac

Please tell me what the use case is. Somebody somewhere must find it useful otherwise it would not be so prominent.

This a genuine question btw not trying to be sarcastic or dismissive


Not sure. People are saying "Siri" but complaining about space utilization which I assume is for the foundational models. Those are used pervasively, and are exposed as a resource for third party app usage as well.

Apple's goal was to have a set of foundational models to discourage proliferation of small bundled models in first and third party software. So ironically, they exist to try to save people disk space.


My guess is that iOS, iPadOS and macOS are converging on some points, and Siri gets included.

It would be interesting on macOS if it had amazing computer use and was able to control all aspects of all apps, and you’d be able to instantly do anything with voice only.

Siri Actions are one tiny step closer to that, but we’re pretty far away from this.


He is a smart guy, and his podcast is good, if you can switch your brain off whenever they talk Trump and politics I mean.

His posture about all this nonsense has been clear for months already


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