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Might be related to phenomenon of emergent misalignment.

https://youtu.be/KrM5c0vp8s0


Qwen 3.8 flash next was an important announcement because it easily runs on dual RTX 6000 Pro, which made it available to a subset of fairly high-end local inference tinkerers. For those running local models, checking announcements for vram requirements is the first step in knowing if it’s a candidate to push more intelligence into your local rig. At least, that’s what I do when I read announcements.

With Strata and specialized engines, Qwen Flash Next runs even on 16GB cards.

I use it at 60+ tok/second on a single 24GB card.


It is … our creation?


All the failures and faults become training data. Even this conversation. Training data. It will “just work” eventually, or OpenAI will host vibe coded projects that are “ready to use” in a few seconds. Like a GitHub or docker registry where the admins are all LLMs satisfying the world’s software requirements.


Saying “this is subtly wrong” won’t do much in the training data for the same generation. Lots of this expertise is closed source for understandable reasons


Probably more will be in the future.

I can understand why you might write open source software for your fellow man but who wants to do it just for the benefit of OpenAI or Anthropic.


Just like IRL: Slower and “smart enough” is better than fast and mistaken.


At the end of the day all that matters is if it works for you to complete your tasks. I'm getting better results faster with this now than I was with my previous setup. So... meh?


Work vs. shoot? Can you explain?


From professional wrestling / carny language: a "work" is something staged for the crowd, whereas a "shoot" (straight shooting) is something that actually happened.


Kind of like the “uncooked spaghetti length” sorting algorithm: gravity. Hold them in your fist vertically, let them gently fall to a flat surface. Sorted.


Spaghetti length is made visible (quickly comparable), but it's still not sorted.


Dropping spaghetti is an O(1) operation. Once that's done there's a straightforward O(N) sort by removing noodles in the order that they're intersected by horizontal plane descending from max_noodle_length to the table.


Assuming that the spaghetti is being held in such a way that longer pieces hit the surface first. If the pieces are being held at random points, or such that the bottoms line up rather than the tops, then this approach won't work.


You don't have to assume that. We can take each randomly oriented noodle and orient it correctly in O(1) as a preprocessing step. Since the complexity would be additive, the overall complexity remains O(N).


It is sorted chronologically


Because it is exercise for the imaginative mind. Reading can force a reader to build worlds. Some readers are good at this, others need practice. To call reading “consumptive” is severely minimizing literature’s impact on communication throughout human history.

Even looking back at my mother reading Stephen King and romance novels … her reading undoubtedly shaped her and helped her understand the world and her experiences within it.

Note: this comment written from the bathtub after putting down “The Stand” by Stephen King, you know, one of those “little value” books.


> Because it is exercise for the imaginative mind.

So is playing, daydreaming, acting/theater, various visual arts, etc..

> To call reading “consumptive” is severely minimizing literature’s impact on communication throughout human history.

The topic is centered around reading for pleasure, not for all facets and purposes that reading serves, e.g., documentation, communication, etc..

> her reading undoubtedly shaped her and helped her understand the world and her experiences within it.

But why does the medium have to be reading to get this benefit? Would listening to a storyteller or an audiobook not confer the same benefits?


Is this just an ad for whimsical animations? Seemed like an abrupt change.


Yeah, this couldn't have really gone any better for the author, opinion piece hitting HN with a link for a course in it.

I understand the need to make a living but hard to take this stuff seriously/sincerely with the, "and buy my course!" angle.


It feels like AI topic on HN is going through the phase of when /r/stablediffusion subreddit was going through phase of real artist vs ai artist discussions.


Came here to comment this. I've already saw another article by this author and it all leads towards the course. Not cool :/


My first operating system and GUI was GEOS on the Commodore 64. https://en.wikipedia.org/wiki/GEOS_(8-bit_operating_system)


Is PC/GEOS (GeoWorks Ensemble) in there ? Or does it count as a DOS application ?


Mine as well. Felt like I imagined a Mac felt like (I was Mac-envious in those days).


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