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Ugh, I looked this up and it completely ruined it for me:

https://refuga.com/karl-bushby-the-man-who-chose-to-walk-aro...

This is how much he had to sacrifice. Leaving his only son when he was just five and not being able to watch him grow up like any other normal father. He also sacrificed a father/son relationship that may never be restored. “Out of everyone I knew in this world, I knew my son least of all.” Karl didn’t have any means of communication with his son for years but managed to reach him after contacting one of his friends on Facebook. While he was away, his son was suffering from depression and self abuse and had to use medication and therapy.

That's not sacrifice, that's abandonment. I have a young son not far from that age and trying to imagine how he'd feel if daddy just walked off nearly brings me to tears.


It's just insane that a gift card redemption can trigger this. What's the rationale? It would make more sense if they just locked the person out of redeeming gift cards or something, not the entire account.

But reading horror stories like this is is why I only use the very bare minimum of any of these cloud services. Keep local copies of everything. For developer accounts, I always create them under a separate email so they're not tied to my personal. At least it can minimize the damage somewhat.

It sucks that I have to take all these extra precautions though. It's definitely made me develop a do not trust any big corp mindset.


Where possible, I've stopped picking fonts that don't distinguish lowercase l and uppercase I. Words virtually always have redundancy (or context in the sentence) and it's fine in 98% of cases, but too often someone sends a token, password, name, or other string where you need to copy it out to another application to see it and just... why? Why bother?

I/O test for Sans Flex: https://snipboard.io/wXCQq5.jpg

It passes the O0 distinction but not the Il one

Example of a font that passes, Ubuntu: https://fonts.google.com/specimen/Ubuntu?preview.text=10%20I... (custom license but looks similar to GPL in that you can do what you want besides relicensing it as proprietary or removing credits)

Another one, Nunito Sans, using the Open Font License: https://fonts.google.com/specimen/Nunito+Sans?preview.text=1...

IBM Plex Sans is another Open Font License option: https://fonts.google.com/specimen/IBM+Plex+Sans?preview.text... (it has an unusual capital Q style though)


If the company's existence depends on the unfair exploitation of its staff, its foreclosure is inevitable and justified, and that is simply the price everyone involved must pay to maintain equilibrium.

For a hacker news article, it misses the crucial option - hacking a smart TV! I have LG OLED jailbroken using rootmy.tv, it was pretty trivial. It's basically a linux computer with a huge screen, you can customize it, SSH into it, map any commands to the remote, etc.

Before I only used monitor, simple DP/HDMI input is all I wanted. But being able to take full control of the tv and connect it with other devices in the house I would normally get Rpi for is pretty convenient!


It’s impressive how every iteration tries to get further from pretending actual AGI would be anywhere close when we are basically writing library functions with the worst DSL known to man, markdown-with-english.

Is it me or does this seem like naked corruption at its worst? These tech CEOs hang out at the White House and donate to superfluous causes and suddenly the executive is protecting their interests. This does nothing to protect working US citizens from AI alien (agents) coming to take their jobs and displace their incomes.

It’s crazy how Anthropic keeps coming up with sticky “so simple it seems obvious” product innovations and OpenAI plays catch up. MCP is barely a protocol. Skills are just md files. But they seem to have a knack for framing things in a way that just makes sense.

For a bit more context, those posts are using pipeline parallelism. For N machines put the first L/N layers on machine 1, next L/N layers on machine 2, etc. With pipeline parallelism you don't get a speedup over one machine - it just buys you the ability to use larger models than you can fit on a single machine.

The release in Tahoe 26.2 will enable us to do fast tensor parallelism in MLX. Each layer of the model is sharded across all machines. With this type of parallelism you can get close to N-times faster for N machines. The main challenge is latency since you have to do much more frequent communication.


I follow the MLX team on Twitter and they sometimes post about using MLX on two or more joined together Macs to run models that need more than 512GB of RAM.

A couple of examples:

Kimi K2 Thinking (1 trillion parameters): https://x.com/awnihannun/status/1986601104130646266

DeepSeek R1 (671B): https://x.com/awnihannun/status/1881915166922863045 - that one came with setup instructions in a Gist: https://gist.github.com/awni/ec071fd27940698edd14a4191855bba...


In my opinion, every manufacturer of a programmable device should not be allowed to prevent the buyer from reprogramming it.

I don't believe iOS app reviewers actually do any of that, even if on paper they do.

It is because OpenAI bought 40% of the world’s production capacity overnight. RAM is like toilet paper during Covid now.

Good for them. During economic downturns, when fewer resources are available for redistribution, collective action across population groups can help address worsening power imbalances.

To paraphrase an old saying: Live by Big Tech, die by Big Tech.

After nearly 30 years as a loyal customer

I've heard others say this (and was a "loyal advocate" of Windows for around 2 decades myself), but the reality is they simply do not care. You are merely a single user out of several billion.

Many of the reps I’ve spoken to have suggested strange things

That almost sounds like some sort of AI, not a human. But if I were in your situation I'd be inclined to print out that response as evidence, and then actually go there physically to see what happens.


>It's just insane that a gift card redemption can trigger this.

It's also the buying of gift cards that can get Apple accounts locked: https://old.reddit.com/r/apple/comments/r8b1lu/apple_will_pe...

If enough of these horror stories are publicized, people will learn to never buy/redeem Apple gift cards because of the real possibility of account bans.

- Don't give Apple gift cards to family and friends: You're potentially ruining the recipient's digital life if they redeem it.

- Don't buy Apple gift cards: You risk ruining your own digital life.

If you've been given an Apple gc for Christmas -- and you have paranoia of the risks -- don't buy anything online that's tied to your Apple ID. Instead, go to the physical Apple store to redeem it. And don't buy an iPhone with it because that will eventually get assigned to an Apple ID. Instead, get a non-AppleID item such as the $249 ISSEY MIYAKE knit sock.

I have thousands of credit-card reward points that could be traded in for Apple gift cards but I don't do it because Apple's over-aggressive fraud tracking means Apple's store currency is too dangerous to use.


I had a bunch of fun writing about this one, mainly because it was a great excuse to highlight the excellent news about Kākāpō breeding season this year.

(I'm not just about pelicans.)


Call me naive, but my read is the opposite. It's impressive to me that we have systems which can interpret plain english instructions with a progressively higher degree of reliability. Also, that such a simple mechanism for extending memory (if you believe it's an apt analogy) is possible. That seems closer to AGI to me, though maybe it is a stopgap to better generality/"intelligence" in the model.

I'm not sure English is a bad way to outline what the system should do. It has tradeoffs. I'm not sure library functions are a 1:1 analogy either. Or if they are, you might grant me that it's possible to write a few english sentences that would expand into a massive amount of code.

It's very difficult to measure progress on these models in a way that anyone can trust, moreso when you involve "agent" code around the model.


I love the idea of educating students on the math behind AI to demystify them. But I think it's a little weird to assert "AI is not magic and AI systems do not think. It’s just maths." Equivalent statements could be made about how human brains are not magic, just biology - yet I think we still think.

It was tested on humans first

This is time efficient* but rather wasteful of space.

The best way to save space is to use a Bloom Filter.

If we capture all the even numbers, that would sadly only give us "Definitely not Even" or "Maybe Even".

But for just the cost of doubling our space, we can use two Bloom filters!

So we can construct one bloom filter capturing even numbers, and another bloom filter capturing odd numbers.

Now we have "Definitely not Even" and "Maybe Even" but also "Definitely not Odd" and "Maybe Odd".

In this manner, we can use the "evens" filter to find the odd numbers and the "odds" filter to find the even numbers.

Having done this, we'll be left with just a handful of unlucky numbers that are recorded as both "Maybe even" and "Maybe odd". These will surely be few enough in number that we can special case these in our if/else block.

The filters as a first-pass will save gigabytes of memory!


You shouldn't have to hack it, you should have the right to repair the software on your device. Hopefully the Vizio lawsuit will help with that for Linux based devices, signs are looking good though.

https://sfconservancy.org/copyleft-compliance/vizio.html


Yes? Reports are that OpenAI is buying unfinished memory kits which they have no capacity to complete. It appears that OpenAI is just buying them to remove them from the market and damage their competitors. In United States, that used to be considered against the law if we were actually enforcing such things.

Oracle has bigger problems than OpenAI. They've been selling large enterprise contracts for the past 10 years and they're coming up for renewal. A lot of those enterprises don't feel they got a good value. If 10% to 20% of those enterprises fail to renew for another 10 years, then that could have a severe impact to Oracle. Their other issue is a lot of those enterprises are looking at migrating to PostgreSQL so they can migrate off of Oracle's RDBMS. Many have already deployed PostgreSQL for their department-level applications, so they can get the experience they need before tackling their enterprise-level applications.

It would be incredibly ironic if, with Apple's relatively stable supply chain relative to the chaos of the RAM market these days (projected to last for years), Apple compute became known as a cost-effective way to build medium-sized clusters for inference.

Thank you for posting this.

I no longer want to read about this person's journey or care to, because this is exactly the kind of person we need to stop hero worshipping. The irreparable damage to society from child abandonment is so large, that whatever he accomplished(?) by doing his stunt is negated.

I'm going to be unapologetic in saying that because this is irresponsible, immature behavior. He had a child, and then decided to leave for 20+ years to pursue his selfish interests while 100% abandoning his family and spouse to raise the child themselves. It's 100% trying to run away once he saw how difficult raising a family is and turned it into some BS stunt. That is also a relationship and pain and suffering that should never be forgiven, not during this immature person's lifetime.

Advice to others when you're thinking of doing this sort of thing where you abandon the people that love you to pursue some extreme interest. You may get exactly what you're looking for, with the cost of people never being close to you ever again.


Broadly speaking I'm a "whatever goes" kind of person. Don't regulate too much, let people do what they want. But this recent rise in gambling is making me feel like a censorious pastor or something. It's so obviously damaging. I don't even know that anyone was really asking for it. But there was money to be made, so of course it had to be legalized. And countless lives will be ruined.

One stat that gives me hope: young people aged 18-29, one of the prime targets for this gambling push, were asked if legalized betting is bad for society. In 2022 only 22% did, in 2025 41% do:

https://www.pewresearch.org/short-reads/2025/10/02/americans...

The damage is clear, everyone sees it. Only question is whether anyone will actually do anything about it now that the cat is out of the bag.


It's a constant number of lookups, and all good Computer Scientists know that it is therefore an O(1) algorithm.

It is hard to imagine better efficiency than O(1)!

Indeed we could improve it further by performing all evaluations even when we find the answer earlier, ensuring it is a true Constant Time algorithm, safe for use in cryptography.


Given the absolute state of their website on mobile it's hardly surprising. It's faster to find an employee and ask them where an item is at instead of waiting for the search to finish, see that it the "current store" now points to a random location somewhere in a different state, pick the correct store and re-do the search

We use GNU Unifont in Solvespace for the text window/property browser. It's built right into the executable. This turned out to be amazingly useful. Some people have CJK stuff in their designs and it "just works" on all platforms. I was also looking into hole annotations in CAD and was pleased to see the symbols for counter-bore and counter-sink are both already there in unifont.

You can see unifont in the experimental web version here: https://cad.apps.dgramop.xyz/


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