skysight-inc/HackerNews huggingface dataset:
Over time, these performance characteristics are very likely to change in Iterator’s favour. (To what extent, I will not speculate.)

JavaScript engines have put a lot of effort into optimising Array, so that these sorts of patterns can run significantly faster than they have any right to.

Iterators are comparatively new, and haven’t had so much effort put into them.
Ok fair enough - effectively there needs to be an authorization propagation channel that is systematic and bypasses the LLM and probabilistic layers through to each endpoint through the server. The issue isn’t the MCP server and client themselves but that there’s no clear and defined way to pass authZ through to the other side. AuthN should be handled at the interface and the AuthZ propagation is the crucial missing piece. Right?
> ordering a 75-cents part from the other side of the planet is a massive waste of resources

Is it really that bad? Is it better to package the part in retail packaging, ship them in bulk to international warehouses, ahead of time, store them for months, then put them in a new package when someone orders them, and mail them through a local postal service.

Versus just stuffing the part in a tiny envelope and sending it directly to the customer? No re-packaging and storage required.
You’re right, but you’ve only got half the truth. Bay Area devs are overpaid and European devs are underpaid.
No, it wouldn't. This is just angles. Angles don't change. Gravity is stable and points roughly to the center of the planet. Viscosity changes won't change the angle of anything. That's the entire point.
> In 2025, the engineer probably beats Gemini. Sure, great. But in 2030, who wins this hypothetical?

I don't think we need to wait for 2030. Today, using aider/cursor and Gemini-pro-2.5, I'm pretty sure a team of two or three senior developers with great domain knowledge would be competitive with a team of 10 average devs. Being a small, close-knit team has a lot of advantages. And LLMs can help close the productivity gap.
> send you to collections if you don't pay it
That doesn't make sense. So can I cause troubles to someone by ordering an unwanted $1 temu item to their house, and thereby summon a collection agency to them (if they don't pay the $75 fee)?
We have blocked registration from both these tlds on our website due to fraudulent accounts.
This is fine if it ends by being subjected to that convenient device they developed in France somewhere in the 1800s.
We're spending a lot of effort discussing what we thought in 2012, when the acquisition on the surface seemed insane ($1B!! For a photo app!)

What is more significant is what Meta did since then.

I do think Meta didn't see simply a photo sharing app, they saw another social graph they could ingest. They did this quite successfully.
As far as I know in Europe TEMU sends stuff from local fulfillment centers.

So maybe TEMU US can return in that form if the trade conflict settles.
This emulator does basically the same but is much more speed optimized. It uses the OpenRISC architecture and even has networking. For what do you want to use such an emulator?

[0] https://github.com/s-macke/jor1k
People are happy to just try stuff on at home then deal with returns or accept the loss if it doesn't fit or look good.
(Although sometimes these projects are built overnight, between departure of night and morning trains [1])

The Hokuriku shinkansen started construction in 1989 and opened reaching Nagano by 1997, just eight years later and in time for the 1998 Nagano Olympics. Of course they've built more extensions to it since then, most recently to Fukui just last year.

The Tokaido Shinkansen was on the drawing board in the late 1930s, and opened in 1964, after having been interrupted by the war and shelved for many years. A project starting today and opening in 2050 would be about that speed of development, although with the then-novel technology all being proven already one would hope things could be done a bit faster now.

[1] https://m.youtube.com/watch?v=_BYW4YYqG5A
Let's say currently it costs $15 to make thing 1m units of X in China and $50 to make 10k of them in the USA. USA could be scaled to make 50k of them for $40 and 100k for $30. 1m could cost like $25. There are people for who are ready to pay more for local products so the current production volume makes sense, but majority of people will go for cheaper option when given the chance so it doesn't make sense to scale up the production currently. If the import cost of the item goes above local production cost and there is still enough demand for the item, it can make sense to scale up that production even if you cannot compete with the China made things internationally.

Of course that assumes your own costs (like raw materials) do not increase at least on the same scale and that you can rely on the situation being long-term thing (i.e. will last years rather than weeks) as costs include your CapEx on things like new machines.
Or maybe you mean that the probability assignments are not about the output of a particular LLM implementation in the real world but about subword units of text in the wild.

In that case how could two different LLMs do different assigments to the same physical world without being wrong? Would they be “objective” but unrelated to the “object”?
Temu/Aliexpress/etc are for buying very cheap clothing. 2 out of 3 items fit and 1 out of 3 is decent quality. That's still cheaper, depending on what tariffs your country is charging.

I wouldn't buy something where a warranty would be useful from them.

Ok, maybe very niche hobby products, but then I wouldn't expect a warranty.
Wouldn't have even been a believable April fools joke even 5 years ago.
In Denmark imports have to pay vat (25%), regardless of tariffs (goods made in Denmark also charge vat).

But the processing fee for customs is usually 20-40 USD. Which can exceed the cost of the package in the first place.

So when possible I always shop within the EU, or maybe the US.
Well, the author did cite Levels, which is pretty reliable. A quick search shows that >150k seems accurate for a lot of the top tech companies (eg. Google).

I absolutely know people individually who made 150k+ out of college. Sorry europeans, but Bay Area salaries are definitely a large multiple of European salaries, even entry level.

A lot of this is possible because these companies make a lot of money, and a lot of money per employee, and that trickles down to new-hire salaries. It doesn't seem like there are many wildly profitable European companies in tech, at least not ones that can really drive up salaries like this. It's too bad, because Europe broadly has really strong talent, but I imagine there is a constant pressure pulling people away for more money.
Not to pick on you, but this is exactly the objectionable handwaving. What makes you think we'll get there? The kinds of errors that these technologies make have not changed, and anything that anyone learns about how to make them better changes dramatically from moment to moment and no one can really control that. It is different because those other things were deterministic ...
They need to get their priorities straight - stop directing trade policy towards tech companies employing 1000's of workers on $250,000 a year and start building factories employing 100's or people on 25c an hour.
If what Trump says is any sign to how MAGA explains it, then the answer is: if you don't want to pay those large fees, buy local. Sure the cost will go up, and significantly so in the "short term" (however long that is ...), but in the long term we will have more local manufacturing.

disclaimer: I personally don't agree with that, so no need to argue against me. Just answering OP's question, because I feel that it is important to understand the other side.
In order of preference:

- nextdoor

- facebook marketplace

- mercari

- offerup

- Craigslist
The problem wasn’t running the containers with plain podman, they worked. Auto restart is something podman delegates to quaqlet/systemd, I tried to migrate my docker-compose files to quadlet’s config, the containers were up, supposedly listening to the bound ports but connecting simply didn’t work. I tried rootless, slirp4netns and pasta, nothing worked, then I gave up, some other day I might try again.
You don't have a glue removal spray? :)

I bought one to get sticker residue off my windshield, but it's proven useful many times since.

Mind, considering how well it removes glue, I wouldn't stick anything that was touched by it in my mouth... but may be okay for the hand end of your chopsticks.
My personal theory is that desktop / laptop / server x86 (usually) is such a giant money printer that a) Intel can invest in anything (Altera, antivirus, Optane...) but b) when they do, they quickly realise that this isn't a giant profit margin machine like x86, so why bother?
That explains changes in priorities, but it does not make for great jurisprudence to have their unanimous decision revoked.

They could argue that the decision was made based on declarations that did not align with the private conversation that Zuckerberg had at the time, as those emails came out since.
Somebody absolutely should and will open this business. Versions of it already exist in Northern Ireland after Brexit.

A slightly greyer version: you open the box, add a ribbon to every item, repackage it, mark it "final assembly in France".

Unfortunately for you, your business probably gets outcompeted by the guy who has the same idea in Canada.
Plus, it's probably going to leak anyway. If it's really just an idea, and you need to hire humans to work on it who will move in and out or your org.

Might as well get some dubious medium term gain rather than spend a bunch of money on security for nothing.
> I'm pretty sure a team of two or three senior developers with great domain knowledge would be competitive with a team of 10 average devs.

This has always been true. LLMs didn't change that.
Yeah. You can implement any policy you want if you can always blame the other party for it (and have your voters eat it up).
Lock em up for good. For everyone's sake.
>we could stop ravaging the oceans by industrial fishing

To do this likely would require large-scale war.
> In fact, many towns just sprang up around train stations.

And this is how the Japanese system works so well. The trains don't make money, but the massive improvements to land value near stations does and the train companies own that land.

They get to make money, society gets the personal and economic benefits of a functional public transit system.

Passenger trains on their own fundamentally do not make money for the operators in most cases, except perhaps specialty routes like airports: the value is distributed into society, but doesn't all come back as ticket prices. So any system where a train company is just a train company will either need heavy subsidy or will slowly wither away under "efficiency" drives.

What they do have is a huge pile of capital intensive resources that are juicy targets for vampiric extraction and captive markets that are slow to extract themselves when exploited (and slow to come back).
I've created exactly this for myself: https://v3rtical.tech/public/sshot.png

It runs locally, but it uses API keys for various LLMs. Currently I much prefer QwQ-32B hosted at Groq. Very fast, pretty smart. Various tools use various LLMs. It can currently generate 3 types of documents I need in my daily work (work reports, invoices, regulatory time-sheets).

It has weather integration. It can parse invoices and generate QR codes for easy mobile banking payments. It can work with my calendars,

Next I plan to do the email integration. But I want to do it properly. This means locally synchronized, indexable IMAP mail. Might evolve into actually usable desktop email client (the existing ones are all awful). We'll see...
You haven’t taken actions against me misinterpreting things. Why do you keep virtue signaling?
You should try Meilisearch then, you'll be astonished by the quality of the results and the ease of setup.
how about Google Buzz?

https://googleblog.blogspot.com/2010/02/introducing-google-b...
For one, I have started using the tools that are available right now, to increase my productivity and intuition with what the new capabilities are.

I think the original author is on to something, about how the structure of our codebases will change, and therefore our preferred frameworks will change as well.

The frameworks we use today, assume that the codebase is DRY[1], and that a human will verify the workings of the codebase. A human will write a single test, for a single component and verify that the test functions correctly - then leave it in there, for successive runs to prove there has been no regression to the code quality.

But as the author points out - that doesn't lend itself to truly parallel programming. Because as one programmer/agent changes a central component that another programmer/agent also changed in the same release cycle, merge conflicts arise and grown into architectural conflicts and grow into team conflicts.

I see how accepting more duplication, can lead to more parallelization. I mostly cared about keeping code DRY because its hell to refactor a codebase with 5 implementations of the same thing. But if I am just instructing an LLM to make the change, I dont care how many files it has to visit - its still the same single instruction from me.

So I will think long and hard about how tooling needs to improve, and how frameworks need to change, to be part of this new paradigm. Similar to how Object Oriented Programming optimised for human logic rather than cpu cycles, the time of LLMs will optimise for testability and parallelisation rather than gpu cycles, or DRY paradigmes.

1. https://en.wikipedia.org/wiki/Don%27t_repeat_yourself
Indeed. In fact, though government approval was granted in Dec 1958, the Shinkansen construction started only in April 1959. And it took five years to open. To say nothing of the fact that it only covered 300 miles and had huge cost overruns of 90% so that the total cost in today’s money would be an astounding $15 billion.

That line from Tokyo to Osaka needed sustained funding for a neverending half decade and wouldn’t have worked as well with just a burst of effort.

By comparison, these days we have much more advanced technology so the Central Subway in SF only cost $1.9 b for the extensive 1.7 miles it covers and though construction started as late as 2012, the line was open in the blink of an eye, and passengers were riding it ten years later.

Indeed, it is a triumph of our modern methods of not expecting things overnight that had this much larger and more complex project delivered so much faster.

An old master carpenter I knew once used to say “Measure a thousand times, then before you cut measure another thousand times. Then cut once”. In the many decades since I’ve known him he has built a single table that IKEA would be jealous of on his own. Any time I gaze upon it I am reminded of our extensive success with rail in California through sustained careful effort, never rushing, always with focus. As the Bene Gesserit say, “Our plans are measured in centuries”
Ahh I see. Thank you for the explanation. I didn’t realise their was user input straight after the system prompt.
There is peertube and webtorrent, but they does not seem to catch the mainstream users.

In my opinion, NAT and the extensive tracking that has led users to distrust sharing their IP addresses are the reasons why it hasn't caught on.

Imagine YouTube using P2P technology, it would save lot of money spent on caching servers.
Proprietary ML Sentiment Modeling for Commercial Maritime Verticals
Ferwinds: A Maritime Intelligence Platform for the Modern Shipping Industry
I recently built Ferwinds(alongside technical c-suites and ex-anthropic ppl, but my tech co-founder recently dipped on me, so i'm back to being solo again) a maritime intelligence platform that combines advanced ML sentiment modeling with rich, interactive visualizations to help maritime professionals track market conditions and sentiment at scale in real-time.

Why Maritime Analytics Needs Innovation
The shipping industry moves 90% of global trade but still relies on fragmented data sources and outdated analytics tools. Maritime professionals juggle dozens of specialized publications, broker reports, and proprietary databases to make critical decisions worth millions of dollars.

How Ferwinds Changes the Game - Ferwinds is a two-layer system:

Multi-Agent Intelligence System: Aggregates and processes maritime data from diverse sources through a plug-and-play architecture, making custom integrations straightforward.

Maritime-Specific ML Model: Unlike general-purpose sentiment tools, our hybrid ML technology recognizes the nuances of shipping terminology and adapts to role and region-based perspectives (shipowners vs. charterers).

Technical Implementation
Built with Python and Streamlit for a responsive interface, Ferwinds features:

Role-based sentiment modeling that captures how different stakeholders (shipowners, charterers, operators) view the same market events
Regional variance detection to identify geographical anomalies in market sentiment

Interactive maritime data visualizations with contextual tooltips that explain complex industry terms

Customizable dashboards for different maritime segments (dry bulk, tankers, containers, LNG)

Why This Matters
In volatile shipping markets where rates can swing 20% in a single day, having real-time sentiment models can mean the difference between profit and loss.

We could posisbly detect subtle market shifts before they become obvious
Understand sentiment divergence between different stakeholder groups
Identify regional anomalies that may indicate market inefficiencies

The contextual tooltip system we've built helps bridge the knowledge gap for new analysts while providing depth for experienced maritime professionals.

Has anyone else here applied ML to niche industries with specialized terminology and knowledge domains?
It gets even weirder when you consider the prices of shipping even within the EU. Within Germany? €3,50 if the seller has a good deal with DHL, within the Netherlands? €4,50 with PostNL. As a normal consumer shipping something the price goes up, and when you want to ship from the Netherlands to Germany or vice versa? €9,50 at least. Vinted seems to be the exception because of their deal with Mondial Relay, so I can order something from Italy for just €5 (but they currently exclude Germany for that feature for some reason).

…meanwhile a couple of I²C light sensors, some brass book screws, a router bit or two? Free shipping because of the (whatever) deal or Ali Choice shipping, and just as fast too.

Of course with Shein and Temu this isn't about cheap electronics, parts, and tools any more, but wholesale environmental destruction by fast-fashion. It wouldn't get much worse if the Chinese fashion manufacturers just shipped their wares directly to the Atacama desert.

Enjoy this while it lasts Nachbar, no tariffs there for us just yet.
Not only that, jadx operates on dex files directly and the conversion from dex to regular JVM classes can sometimes be lossy. So you tend to get better decompilation with jadx vs dex2jar and any regular Java decompiler.
cost isn't part of MCP in the same way that cost isn't part of HTTP. It wouldn't really make sense to include that in the protocol, just put it in the application layer on top.
Cool ideas. Unclear how practical any of it is (how many gigawatts is that laser producing?) but cool nonetheless. Perhaps this kind of research will be driven be the value of the space industry, which is rapidly proving itself to consumers.
Yes, the current version is X11-only, and we’re using direct device access (e.g. reading from /dev/input/eventX) to detect global keyboard shortcuts.
To solve current AI security problem, we need to throw more AI into it.
That’s all true, but you are leaving out an important piece of information that, at least for AliExpress, the VAT is already included in the price and there’s no additional customs processing fee.
Well, from outside it seems that the list of friendly nations keep getting smaller and smaller… and good luck replacing the vast majority of your supply chain with local workers. Just look where all the products you currently have were made.
I love this guy. Half of the world's android development has been made easier due to his courtesy, and it's getting more (his qemu is ubiquitous)
Haven't heard of it. Will try it
Can you recommend your glue removal spray which is food safe? Because the entirety of cutlery needs to remain food safe, not just the pointy end.
> the right mix

I asked ChatGPT if it were possible to eat too much fruit, and it said as long I don’t eat too much I should be fine. How much is too much? That is left as an exercise for the reader.
If you click on their name you can see the transactions. That's the total amount donated since 2021.
> sold off the non-googly employees

Ouch - your work is so good we will pay 10x what it is worth, because we are not good enough to do it.

But you are not good enough for us. Maybe they couldn't a binary tree.
It would be interesting to know.

1. Which countries are we talking about? Europe is not homogeneous

2. Which type of business? Are workers unionized?
Ketamine really does reduce IL-17 secretion, and significantly.

Here come the sources. Links only for now. Hope to add a comment adding titles, authors etc.

https://www.oncotarget.com/article/18324/text/

https://www.frontiersin.org/journals/pharmacology/articles/1...

https://www.nature.com/articles/s41398-020-00933-z

Related / overview:

https://pmc.ncbi.nlm.nih.gov/articles/PMC10690603/

Whoa, just found this paper when digging up the links above – this is pretty wild!! https://academic.oup.com/ijnp/article/27/10/pyae041/7761949?...
It does not work. You have to declare the real source of the merchandise. Or it has to go through "substantial transformation" so that is called "Made in France".

Country of origin is taxed and not country of shippment.
In my experience Intel's WiFi and Bluetooth drivers on Linux are, by far, the best. They're reliably available on the latest kernel and they actually work. After having used other brands on Linux, I have no intention of getting non-intel WiFi or Bluetooth any time soon. The one time that I found a bug, emailing them about it got me in direct contact with the developers of the driver.

I had a different non-Intel WiFi card before where the driver literally permanently fried all occupied PCIe slots -- they never worked again and the problem happened right after installing the driver. I don't know how a driver such as this causes that but it looks like it did.
So the analysis is done with another call to claude with instructions like "You are a cybersecurity expert..." basically another level of extreme indirection with unpredictable results, and maybe vulnerable to injection itself
Klipper is great if you're using KDE and prefer something integrated with your desktop environment. It gives you a history, popup UI, and mouse-driven selection.

ClipCapsule is more minimal and focused on a keyboard-only workflow. The idea is that you can hit something like CTRL + SHIFT + 3 and instantly move that item to the top of your clipboard stack, so the next CTRL + V pastes it. No popups, no menus,just fast switching.

It’s also built in Go and Wails, and listens for raw keyboard events (currently X11-only), so it works outside of any particular desktop environment. Still early, but it’s aimed at people who prefer keeping their hands on the keyboard.
the broker should be adjusting the cost basis in the 1099 to account for wash sale. are you not seeing that? what broker are you using?
The comment that I replied to says that they banned most GMOs.
Apple TV+ Comedy 'Mythic Quest' Canceled
Amazon is known for suppressing negative reviews, there are many reports about it. Not sure why the grandparent comment is claiming the contrary - not doing the automatic redirect maybe, but they do remove or just not accept negative reviews.