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levinb

Re:Astra can read and write weights to improve Qwen on Monday November 02, 2026 @03:25PM (#50343197)
More like 'models instantly and efficiently adaptable to any use case' and 'what if we could predict all public pricing information accurately, understand why, and know how to act on it'.

I'll leave it at that and get back to work.

Re:Astra can read and write weights to improve Qwen on Monday November 02, 2026 @03:00PM (#50342806)
Apologies - you are right. There's some "put up or shut up" to this that's fair play. Also yes, probably naive, or having a less than adaptive response would be true.

I've been tending to my backup plan for a few years, and it's only been in the past year or so that open models were good enough to apply to projects like this, I've been working as hard as I can given my constraints.

This work shows a potential pathway to intepretability, which is actually part of what will give the labs that have it the sort of economy-swallowing capability that for the moment is just IPO hype.

I don't comment here often, but this guy's blog posts are going to go down in Hackernews lore like the original Dropbox posts, and I just want to make sure I'm on the record for this little slice of history.

Re:Astra can read and write weights to improve Qwen on Monday November 02, 2026 @02:28PM (#50342299)
Just logging in here for the record to state that this property of neural networks is one of the most important aspects of their operation. The convergence of this sort of interoperability, tune-ability, and modularity is probably the most important final frontier in all of ML/AI/software.

Kudos to this fellow for having the temerity, or perhaps even naivete, to discuss it publicly. All my work is private, as I am sure it is inside the big labs.

Ask HN: Responsible/trustable background check companies?

Hi,I am on the board of a community organization that works with kids, and is required by insurance to have key volunteers go though a basic criminal background check.I have a good relationship with these folks and they are well-meaning, but not attuned to tech and privacy the way we are here on HN.Are there a couple of reputable background check companies that do their job, without feeding...

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> To die with zero and an overflowing funeral attendance is success.

great comment. However, you could say that about alot of horrible people as well!

I live in a place where alot of those that claim the title 'Democratic Socialist' seem more drawn to 20th-century style identity politics rather than a philosophy of 'the world is complex and we need ethical and competent people to use the power of government to solve problems that markets don't solve', which is a way I might encapsulate my views.

Accepting the premise of my framing, how do you square the two?

As someone who disdains hyperbolic, motivated framings of everything in the news cycle, I normally don't like to use words like that. But, it was interesting to see the news discuss the "first time since world war two" component of this event, that by WWII standards, would have been seen as a cowardly violation of the rules of war.

The were in allied water, on a regularly scheduled drill, unarmed.

A different model of war and Empire.

Yes brutal, for the defenders of the castles and fortified cities they conquered.

But again, very targeted at key sites so as to assert an Imperial-vassal relationship. Not to really to metamorph the populace, and run the day to day, which was left to local leadership.

Their point was to demonstratively subjugate for the purposes of control and tribute, not to kill, replace, or even miscegenate. They were the mob-bosses of Eurasia, not the crusaders or jihadis.

Re:The Worst Acquisition in History, Again on Friday March 13, 2026 @09:15PM (#47372257)
They had a very kludgy, homegrown, but generally well-liked and cost effective EMR calls Vista.

The fact that it was cost effective, but required internal expertise was exactly what led the Trump administration to kill it.

Now they are transitioning to Cerner, the worse of the two major commerical EMRs by a fair margin, for many billions of dollars to the Kansas-based company, now owned by Oracle.

You can fill in the details of why this is happening by looking at where the CMS appointees at the time have landed in their post-government careers.

I am trying to use more neutral language when I comment, so that the underlying assertion of facts are more likely to resonate with someone who may disagree with me.

I agree with your characterization, but I just wanted the parent comment to look up the ILWU, where they would probably see some of those facts for themselves and be more likely to understand my position.

As the human internet dies, I feel like it's more important for those of us that want some of it to survive to participate constructively.

Much more frequent conflicts, yes.

Much less total death and dying as well, though. Battles were short and small scale until the Civil War (maybe the Napoleonic Wars prior? Debatable). The largest battles of history prior to the industrial revolution were in the thousands, 10s of thousands of people. Forces were usually broken and defeated or fled after brief engagements. Brutal in experience, but smaller in scale.

It was that perception of war as personal, intimate, chivalric, by old men that let to the peak atrocity period (PAP? Did I coin a term?) of ~1850-1950. WWI was really the first modern reckoning of industrialized, globalized war, that led to the staggering scale of suffering. Incomprehensible to the men that commanded it, as they were born and acculturated in pre-modern war era culture.

But then the epoch-defining tool of the atom came along, and war has gone back to smaller scale, focused, targeted, "precision".

So here we sit, straddling two eras again. Pre-drone and post drone. We have not fully reckoned with what the new era means. But it will come quickly, like most modern tool-culture cycles.

Stryker holds monopoly supplier positions for a number of medical products, esp including surgical implants and associated OR tools.

If Stryker stays down, supplies of some things will run out soon and many people will find themselves without medical procedures available.

Re:U.S. to suspend the Jones Act in a bid to curb oil prices on Thursday March 12, 2026 @04:42PM (#47356784)
The ILWU controls labor at all west coast ports, including LALB, which is responsible for a majority of consumer imports from the Pacific. It has bargained effectively to block developing container handling automation systems.
Re:Hisense TVs force owners to watch intrusive ads on Wednesday March 11, 2026 @04:20PM (#47340940)
I've been telling people for 15y that a phone is just "A TV that watches you back"

And at last, the market has finally caught up with me :)

Re:Ask HN: How to Be Alone? on Monday March 09, 2026 @10:51AM (#47309899)
Lot's of good thought here but I will reiterate; helping others doing something you enjoy or are good at is almost always the way.
Re:The Worst Acquisition in History, Again on Friday March 06, 2026 @05:57PM (#47282242)
Remember, the Cerner acquisition enabled an essentially permanent beachhead for Oracle in the VA. It will pay off over time in 'we already run Oracle' across many dimensions of government.

See the career of Seema Verma from last DT admin.

Cue bandwidth conversation.
human.

Ask HN: Brick and Mortar owners; how do you accept CC payments privately?

Hey HN,I have a brewery, taproom, and event space in my hometown that I've gotten open recently, and for now I am cash-only (I even bought an ATM that I surrounded with cabinetry, so it looks nice.)We're headed to a public Grand Opening soon, and in working towards that while minimizing data surface area, I'd like to use a POS credit card reader that is as respectful of my customers data as...

( Read More... | no comments | 4 points | on HN )
Yes.

I bought the last two units left at any HD for a few hundred miles; drove them up there Monday.

Apparently my friend had to drive in and out of his (utterly destroyed) neighborhood in Swannanoa because it required the app and cell service to set up. And when they returned home it wouldn't work. Took multiple trips back and forth to get it usable in the area where it was actually needed.

Then of course the Helene intro deal requires an extensive form to fill out, so he just paid for it.

And, incrementally, we all give our money to another publicly funded, government protected, privately held monopoly. And yet... it's charity.

Anyway, the entire neighborhood is using it to coordinate resources to dig out their holler. So hey, she'll do for now.

Re:My War (1982) on Wednesday June 12, 2024 @11:32AM (#40659238)
Re your father; wow, what a life. Thanks for documenting that for us.

My grandfather became a Navy navigator, B25s I think, right as the war ended. Chased hurricanes in the Pacific. I was the only person in the family to ever get much out of him about it in the last years before he passed.

Even in peacetime operations, he watched many colleagues die in storms, fog, and from accidents. I think everyone who served then saw how arbitrary death could be, and how the entire service was designed to operate around the necessary assumption that lives would vanish for nothing - and that everything else had to keep humming along.

Provides a very different perspective than the modern era.

Just chiming in to say your link led me to the document. The introduction is fantastic. I'm in the middle of an enormous woodworking undertaking and I am gonna have to hit pause and read this book. Completely nerd-sniped; other lurkers beware this rabbit hole.
I won't belabor points I've made below, but I do want to agree with you about 3rd party doctrine in general; the modern world makes it almost impossible to live a normal life without non-consensually making your self available for full time monitoring by everyone within eyesight of you.

I think the point of this article is actually being elided over some by the conversation here though; it appears that these agencies are largely following the law. The question is, how broad should the reach of LE go given their legitimate authority?

In the current scenario, should a LEO from Idaho be allowed to see prescription records from a pharmacy in California? Should they have the right to get data from CVS about things that didn't happen in Idaho? Every prescription ever? Every doctors note?

The law as it stands allows states to determine the reproductive rights of their citizens and investigate violations thereof (note that I don't agree with the law, or the Supreme Court here). I think the question being raised by this letter is, what breadth of access should some Sheriff have over your medical records, and really, what the heck is even going on with this now?

The Dobbs case has opened up a new frontier of potential abuse, and I think the letter and article are appropriately exploring that frontier.

I guess that's the point I was trying to make - in our case we were not conducting a criminal investigation. And if we were headed that way (which only happened every once in a while) then yes, we'd have to go in to Criminal Mode rather than Public Safety mode, and 4th and 5th Amendment obligations where back on.
> Out of charity, I'll assume the former. But to be honest, every time I've spoken at length about this with LEOs, it's inevitably turned out to be the latter.

I am sure this is often true at the local LE level. But remember, they deal almost entirely with criminal investigations about individuals for things that do not present a broader risk to the public (beyond their continued individual behavior).

In our case, we are not reifying 'the drug menace' to a public level; we are trying to find out if a barge is full of vegetable oil or an explosive polymerization agent. And in those cases, no, I don't think your rights to privacy supersede our obligation to understand if there's a major threat to other people.

> That doesn't matter. You're still talking about accessing private, sensitive data about an individual.

This is true and I can assure you I know quite a bit about what can be in people medical records (I am a MD who has worked extensively in medical records exchange and machine learning). I don't think accessing this kind of data should be possible without genuine need.

> Yes, and that's exactly why warrants exist.

In our case at least, warrants wouldn't even make sense. We were not conducting criminal investigations and asking for access to pursue a person against their will, in response to a crime. We were trying to find out about near-term threats to other people.

I think you and I probably agree on the spirit here - it's just that in our case (and cases like the NTSB or FAA) there are compelling public interests that supersede someones right to privacy. Finding out if you were prescribed benzos so I can charge you for some garbage possession misdemeanor is not one; finding out if there's 30,000 barrels of explosive leaking under a highway is.

No?

> Just because it made your job easier doesn't mean that it was legitimate.

So, I suppose that the main point. In these cases, we weren't investigating the individual as a suspect, we were trying to understand the nature of an incident that could affect the safety of others in a relatively linear fashion.

Imagine it's 20 years ago, there's no cameras everywhere, GPS is limited to multi-meter precision - did the 50-barge tow coming down the Mississipi river with millions of tons of cargo hit the interstate bridge broadside or did it just scrape it? There's a big pylon-shaped dent in the side of a naptha barge with cement dust on it, but the captain swears he just glanced it with the grain barge at the head of the tow. It's ancient and looks like it's battered 100 docks in the past year.

So, Mr. Deckhand, what hit the bridge?

In this scenario, he is not responsible for navigating the vessel, so we assume that it's unlikley that this would evolve into an investigation that would jeopardize him. And thus are free to issue a subpoenea if needed to find out if we need to shut down the only passage over the Mississippi for 100 miles.

I think it's fair that the public has the right to his honesty in this scenario.

Of course, these powers present the potential for abuse, and I'm sure it happens. Just not in the world I ever operated in; our powers and obligations were taken very seriously internally.

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