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I can't read anymore due to fear of not being productive with AI

maybe there's a way to read more productively using AI: https://x.com/karpathy/status/1990577951671509438

could be a trick to ease that fear :D


How does this work?

Anthropic sends .gguf and a claude-serve binary?


This guy is falling deep into Yegge-tier psychosis.

Empirically, DS4 is hosting the DeepSeek v4 Flash model with good performance on home hardware. I'm curious how you came to this conclusion.

"Empirically", have you tested this yourself?

It's trivial to find reviews and benchmarks of DS4 online. Also, there are benchmarks in the article.

Here's one of the top hits: https://forums.developer.nvidia.com/t/fully-custom-cuda-nati...

Bizarre comment; sounds like "How do you know Porsches are fast? Did you drive one?"


Parent is simply pointing out the incorrect usage of "empirically", which should typically only be mentioned when you've tested it yourself.

I'm having trouble finding dictionaries or other references that add the qualifier that it needs to be self-tested and not relying on the research of others. Can you point me to one?

I don't think comments on the internet count as "empirical" evidence, but sure.

If you think antirez's benchmarks in the blog post are false, you should make the claim. Continue to move the goal posts.

Are you comparing an LLM running on a laptop to a Porsche?

I just find it really funny people are willing to write things like "empirically speaking, X is obvious" without actually testing it themselves.

I've seen mixed reviews, and the most honest sounding ones have said it has latency issues.

I don't really care that much what the average LLM power user says at this point, they're impressed by anything an LLM does. They're like toddler's entertained by the sound their Velcro shoes make.

You LLM people are going to be like my mom, once she got an Maps app she completely gave up on navigating anywhere with her own brain, and is lost without a phone.

Except for you LLM people, its going to be reading, writing, problem solving and thinking in general. You'll be completely reliant on an llm to get anything done, have fun with that. You're cooked bro.


It's funny because you make these assertions without any empiricism of your own. They're just speculations.

"You LLM people". Has it occurred to you that individuals have variation within groups?


Not even close. "I made this DSP task faster by focusing on exactly one compute graph on one machine instead of a compute graph compiler that runs on every possible machine" is a real engineering approach, and the AI usage is incidental. Things like Gas Town are self-serving turboslop whose only purpose is to generate more slop.

Nope.

Use oMLX. Qwen3.6 - 300tok/s PP, 30tok/s TG.

This is The Way.

This closes a very painful chapter for Apple.

The reactive rather than proactive strategy circa 23-24 is now telling. The market/tech zeitgeist forced their hand into producing the flop Apple Intelligence and partnership with OpenAI. Their leaders were caught sleeping at the wheel, particularly ineffective was John Gianneadrea (who was subsequently forced out).

In addition, they have lost talent in consumer devices to OpenAI, though it remains to be seen whether they themselves can produce something better than Humane (also ex-Apple folks)

No doubt Apple is working on something in the background, and there are sparks of hope for them in the ML community with Local LLMs on Apple Silicon.


I still believe the lack of NVIDIA GPU support in the Mac Pro will go down as one of the greatest missed opportunities in tech.

Anyway, the Mac Pro is dead now. There's only so much sales audio and video professionals can provide.


There was some bad history between Apple and Nvidia. Perhaps with a new generation of leadership at Apple things might change.

https://www.reddit.com/r/hardware/comments/1hmgmuf/apples_hi...


I wasn't in the room when it happened, but this is very different than the story told internally about why Apple became allergic to Nvidia.

Arguably more petty. SJ has been dead for almost 15 year now, I imagine the C-suite might get over it at some point.


> I imagine the C-suite might get over it at some point.

Not at Apple. They have a looooooong institutional memory that's passed down. They're still pissed at Gizmodo. I'm shocked they made a deal with Intel. I think if it hadn't been for the global political uncertainty right now they would not have signed that fab deal with Intel.


> Arguably more petty

I can believe it. IIRC Jobs also snubbed ATI once after they leaked the GPUs going in the next PowerMac model.


Maybe with Tim and Jensen going on holiday together in China, the relationship might be healed somewhat.

Things have moved on since the days where GPUs in Macs were a priority.

But then the AI race has changed things. So who knows - maybe we will one day see official eGPU support from Apple and new drivers from nVidia. Wouldn't put on money on it though....


> I still believe the lack of NVIDIA GPU support in the Mac Pro will go down as one of the greatest missed opportunities in tech.

I don’t know about that. Apple supported some full size GPUs in past product lines and the number of users was very small. Granted, LLMs change that demand but the audience for Mac Pro buyers who would use a full-size GPU that is impossible to obtain is almost nothing compared to their laptop sales.


The audience for Mac Pro buyers is almost nothing, full stop. It failed to find a niche, and now Apple is getting rid of it: https://www.macrumors.com/2026/03/26/apple-discontinues-mac-...

Part of the reason the new Mac Pro failed to find an audience can definitely be blamed on macOS' hostility to third party hardware. Who knows what Apple would be worth if they beat Nvidia's Grace CPU to the datacenter market. It was certainly their opportunity.


Yes, because they already moved on to workstations powered by either Windows or Red-Hat Linux/Ubuntu.

The only ones left were people like John Siracusa that still hoped to the very last minute, that Apple would change their mind.


True, they could do any number of things. But a datacenter play would appear quite random to investors and their core audience. Broadcom + Nvidia however...

Apple seems to be content to sell shovels in the AI gold rush.

Admittedly… what’s on my desk? A MacBook M4 Air, a Mac Studio, and there’s an x86 iMac in the corner.

What goes in the travel bag? A MacBook Pro or the Air.

Every time I look at buying something else the math doesn’t add up.

The 5090 sits in a commodity PC chassis. It’s not like I need a model running on my own computer.


The missed opportunity is like with server market, now giving the workstation market to Windows and Linux.

It isn't only audio and video.


I guess that little problem with the Nvidia chips overheating in the MacBook Pro didn’t give Apple a lot of confidence

The Mac Pro isn't a Macbook Pro. It has socketed PCI slots and should be able to support the user's hardware in macOS' software, regardless of how Apple feels.

Seriously, the decades-long grudge against Nvidia that we always hear about seems like the most ridiculous and immature business move. I expect that kind of thing from an individual, you know, “I NEVER fly American Airlines!!!” but in business, such a permanent ban on one of the two players in a market, the leader no less. I don’t get it.

Maybe it doesn’t matter that much now because they’ve literally exited all the businesses where an external GPU is going to matter. But sticking with AMD all that time out of spite is just wild.


Audio and Video professionals jumped ship around the time Apple canned all the pro software

Who is the cartel?

SK Hynix, Samsung and Micron?

They should be banned.


This AI memory crisis will be their last big payday. I think the Chinese will take advantage of this and take over the memory market worldwide, excluding the United States and some parts of Europe. The rest of the world will end up using Chinese memory.

Oh to be young and have oodles of free time again

Found an investor in the IPO

I don't like Elon and I'm still going to buy into the SpaceX IPO

Why? Have you run the math and genuinely belive the future profits justify the valuation, or is your thesis that there will be greater fools?

Do you actually believe this data centers in space nonsense?


How does one do this?

RIP Apple.

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