skysight-inc/HackerNews huggingface dataset:
A small correction of assumptions regarding #2.

This directory is not affiliated with Anthropic. As much as I am pleased by the idea that someone could somehow confuse my hobby project with something that Anthropic could ship, what you see is a hobbyist effort to help curate the community resources. I just happened to have been involved since the early announcement and it kinda snowballed from there.

As to 'why', I touch on this in the original comment under the post, but:

* it helps with discoverability by standardizing how servers are described

* it helps with security by automating audits (non-trivial effort) and disseminating security alerts

In terms of scalability, the current setup, while not perfect, has been holding the fort. I've built lots of tooling around virtualizing environments for testing MCP servers, tools for introspection, auto-setup using LLMs, etc. Will see what the future holds, but I am ready to see this grow to thousands of servers.
I believe Ken Silverman of Build engine fame works (or used to work) at this
I've been using self hosted langfuse via litellm in a juptyer notebook for a few weeks for some synthetic data experiments. It's been a nice/useful tool.

I've liked having the traces and scores in a unified browser based UI, it made sanity checking experiments way easier than doing the same thing inside the notebook.

The trace/generation retrieval API was brutally slow for bulk scanning operations, so I bypassed it and just queried the db directly. But the is the beauty of open source/self hosted code.
I don't wear a mechanical watch anymore (I found the calorie-counting for smartwatches made losing weight a bit easier for me), but I've always loved clockwork solutions.

Occasionally I'll fall into Wikipedia rabbit holes of pre-computer solutions to problems, usually involving lots of gears and springs and a lot of cleverness on the designers end. It fascinates me how much stuff has become trivial since the advent of the transistor.
Tech entrepreneur found guilty of Cash App founder Bob Lee's murder
Nothing wrong with using old hardware until it dies (provided you have appropriate redundancy, of course).
this part was both clear and unclear to me - does it exclude patients using it for weight loss or not?
I wonder how the internal metrics even define "password attacks". I have a 15 year old Skype account (with a long password) which I lost access to because Microsoft suddenly started requesting verification, insisting on 2FA via SMS to a 10-year-old phone number. Are all ten of my attempted logins counted in that statistic?
So... you need to carry two electronic devices for this so-called security solution?
I guess we should ignore statistics and focus on anecdotes when making economic decisions.
Doesn't untreated diabetes also cause blindness in some people? definitely seems better to take it than not.
I got a blindsight vibe when interacting with early ChatGPT through rot13 but I can’t be sure if it was real uncanny valley (pseudo) consciousness or me anthropomorphizing. Probably the latter. It really shows how much work was put into making LLMs not scare people.
VPNs use (I think) some kind of synchronous key-exchange handshake. That doesn't work with storage part in the middle.
You can but it isn’t efficient. You lose (V_in - V_out)*I_led Watts to heat if you use a linear regulator.

You might ask why not connect them in series and get the voltage difference as small as possible. But the “forward voltages” of LEDs are highly temperature dependent and car battery voltage is (somewhat) engine rpm dependent (might swing between 12 and 13.8V between no rpm and some rpm. It’s kept flat at 13.8V)
cumin and persian cumin (caraway) is one such example
That's not an inherent feature of passkeys.
They're intended to aggravate it instead.
System76 Releases Updated AMD Ryzen Linux Laptop
Za'atar is the name of a herb and also a spice mix
>strobing

I've never seen a strobing tail light. The most "strobing" I've seen are some brake/tail lights that flash for 1-2 seconds right after they're turned on (to alert drivers better? still annoying imo).
ComfyUI-Fluxtapoz
Among the frightening parts of that is the time and human lives it has taken between Boeing destroying its engineering culture and starting to pay the price for that destruction.
Mercedes allowed to drive autonomously up to 95 km/h (Level 3)
This was most definitely not my choice or preference, but you know how it goes.
> Two independent studies from the University of Southern Denmark (SDU) show that patients with type 2 diabetes who are treated with the drug Ozempic have an increased risk of developing damage to the optic nerve of the eye [NAION], which can lead to severe and permanent loss of vision.

> The condition [NAION] is often developed by patients who are at particular risk of cardiovascular disease. The risk factors are diabetes, high blood pressure and high cholesterol. Patients affected by the condition also tend to have some physical conditions in the eye, which can be the triggering factor.
Perhaps look at code refactoring as a model. Revising or rewriting code is often avoided because it is expensive and difficult. Applying existing test cases would have to be manual, not automated.
Omniverse brings all the best AI agents onto one platform, create your custom AI assistants, add extensions like the online shopping & language learning plugins to make your assistants powerful than the average chatbot and do many more.. its free for now!
Can we get the same thing applied to bike headlights? At night it is easier to bike on the road than the bike trail because almost every bike headlight is in effectively high beam mode all the time and are powered by outrageously bright LEDs. Sometimes they even have an epileptic detecting strobe mode.

Personally, I'm not sold on the safety benefits of blinding and dazzling all oncoming traffic.
I'm glad to know the author and me share the same earth (and the moon)!
appreciate your constructive feedback!

> i wonder if there are new ops solutions for the realtime apis popping up

This is something we have spent quite some time on already, both on designs internally and talking to teams using Langfuse with realtime applications. IMO the usage patterns are still developing and the data capturing/visualization needs across teams is not aligned. What matters: (1) capture streams, (2) for non-text provide timestamped transcript/labels, (3) capture the difference between user-time and api-level-time (e.g. when catching up on a stream after having categorized the input first).

We are excited to build support for this, if you or others have ideas or a wishlist, please add them to this thread: https://github.com/orgs/langfuse/discussions/4757

> retries for instructor like structured outputs mess up the traces, i wonder if they can be tracked and collapsible

Great feedback. Being able to retroactively downrank llm calls to be `debug` level in order to collapse/hide them by default would be interesting. Added thread for this here: https://github.com/orgs/langfuse/discussions/4758

> chatgpt canvas like "drafting" workflows are on the rise (https://www.latent.space/p/inference-fast-and-slow) and again its noisy to see in a chat flow

Can you share an example trace for this or open a thread on github? Would love to understand this in more detail as I have seen different trace-representations of it -- the best yet was a _git diff_ on a wrapper span for every iteration.

> how often do people actually use the feedback tagging and then subsequently finetuning? i always feel guilty that i dont do it yet and wonder when and where i should.

Have not seen finetuning based on user-feedback a lot as the feedback can be noisy and low in frequency (unless there is a very clear feedback loop built into the product). More common workflow that I have seen: identify new problems via user feedback -> review them manually -> create llm-as-a-judge or other automated evals for this problem -> select "good" examples for fine-tuning based on a mix of different evals that currently run on production data -> sanitize the dataset (e.g. remove PII).

Finetuning has been more popular for structured output, sql generation (clear feedback loop / retries at run-time if the output does not work). More teams fine-tune on all the output that has passed this initial run-time gate for model distillation without further quality controls on the training dataset. They usually then run evals on a test dataset in order to verify whether the fine-tuned hits their quality bar.
My wife came with 9 telescopes in various states of disrepair.
Video Game Thoughts Bonus Bag #4
Congrats on the launch! Since this is Go have you considered using CUE or looked at their flow package? Curious how you see it relating or helping with data pipelines.
Adam Bandt is one of the most powerful figure in Australian politics, he does not need help.
... or we could take the cheaper, less failure prone, simpler option of not using ridiculously bright, blue headlights.
If you literally cannot stop yourself from being obese any other way, then Ozempic and similar may be a good choice.

But the side effects are large. You can never, ever stop taking it. We don't know what being on it for decades causes. There are anecdotes that it numbs you out emotionally.

There are no shortcuts in life. There is always a tradeoff.
> I mean, they must have used ChatGPT, right? How does ChatGPT give them the conclusion about this?

Some of them, barely.
I guess the idea is like spam filtering but for function calls. You could use a deep learning model as a classifier to detect abnormal patterns. You probably wouldn't want to use an LLM though and I'm skeptical about the accuracy and performance.
Fine-tuning a vision model to recognize break dance power moves
The article talks about what I did and how. If you want to try it out you can send a video through the model at https://breakingvision.bawolf.com/

If you need a video to try it out, maybe grab a clip from one of these: https://www.youtube.com/results?search_query=halo+windmill+s...
I wasn't suggesting sqlite itself starts threads. But the quoted sentence suggests the benchmark uses a single-process/multi-thread setup so that there's a thread per tenant ("SQLite gets its own thread per tenant, and in each thread they run the query to measure").
At any given time, the lexicon is evolving and some idioms are expanding or on the verge of extinction. Still, there are uses of words and phrases that can reasonably be described as simply wrong at a given time, based on a failure to understand the idiom whose invocation is being attempted. Errors that are sufficiently popular and persistent will eventually just reshape the language, but for a time even an error that is pretty popular or fairly long-lived is still recognizable as an error.

By my intuition, I'd say the uses of 'this week' and friends I described as improper qualify handily, not being all that widespread yet. A couple more marginal examples that stand out to me because erroneous uses are much more common: 'let alone' (which is binary and often used with subject and object reversed), the distinction between envy and jealousy.

You can take up a radical descriptivist position, e.g., that anything spoken by adult native speakers of normal faculties is never erroneous, or re-scope my assertions by saying that I'm gatekeeping speakers who see such usage as correct from my perceived language community or tradition, whatever, but imo the first is trivial and the second boring.

Sometimes specialists misappropriate methodological constraints from their discipline as general ontological or social principles, often discounting an inherent normativity in the way people actually relate to the things those specialists study. I think that's essentially at the heart of the most inflated and controversial uses of concepts like cultural relativism and linguistic descriptivism, and probably applies to nonspecific objections like the one you make above (as opposed to pointing at some specific dialectal variation in the use of such phrases or something like that).
That's fantastic. Congratulations!
https://utcc.utoronto.ca/~cks/space/blog/sysadmin/HowWeSellS...

Perhaps the most interesting (though sort of irrelevant) part from a linked page on the site is that "cloud" storage is being sold as a one-time cost. A great deal (depending on price) if you ask me!
A semi truck can carry dozens of tons of cargo. A bicycle can carry dozens of pounds of cargo.

A PIN grants you access to the service. A credential grants you access to the service.
It feels like we might be getting to the early era of practical volumetric displays. These are priced appropriately for companies to use at trade shows and advertising booths. As more money flows into this field, hopefully innovation will accelerate and the tech will become high definition, cheap, and widely available.
This is sounding more and more complicated. I don't want a Yubikey. How does a password manager help my cloud account? What does enrolling multiple credentials even mean?
These cyclists unfortunately need to just point their headlight downward--included in the installation instructions for almost all bike headlights is the direction to point the light below horizontal. That is also the only difference between automotive high and low-beams: the angle at which they are directed.
This is something the Lutherans seem to have figured out, and shows up in the culture of Lutheran heavy areas like northern midwestern towns: you don’t even have to talk, and you definitely don’t have to talk about the death, or invite the believed to do so.

Just show up. Help out if you can (bring food).

If they want to talk they’ll talk. If they don’t they still had the option.

I watched Lars and the Real Girl with some people who grew up on the west coast. There’s a scene after a funeral where these two little old ladies come over, bring food, and just knit and occupy space, so he’s not alone. I said that’s the most midwestern thing I’ve ever seen in a Hollywood movie. And it still pretty much is.
... until you drop your phone in the toilet, that is. Then be prepared to spend weeks resetting passkeys.
I haven't seen anything other than total crap come out of LLMs.
This isn't in go, nor is it built by one person.. you seem to be recycling a recent popular submission's title? https://news.ycombinator.com/item?id=42442812
It is not yet time for subsidized time.
Press Release Voiseed Unveils New Features for Revoiceit Platform
A motivation for reimplementing System.out.println might be to have it reliably display Unicode characters in Windows terminals, using WriteConsoleW.
Use an LLM to classify a large representative sample, then train a model on that.
From the article:

> Birney and McCaffrey were arrested in 2018 over the alleged theft of material used in the documentary from Northern Ireland's police ombudsman and claimed they were subject to covert surveillance before and after the release of the film.

The PSNI overreacted in this case over concerns that information was leaking from the police regulator. Keep in mind that at the time of the documentary's release, the Royal Ulster Constabulary (the PSNI's predecessor organisation) was undertaking a massive decades-long counter-terrorist operation that involved suppressing terrorist organisations on both sides of the conflict, and that many of these terrorist organisations still exist and remain heavily involved in organised crime.

While the PSNI acted illegally in these raids, it's easy to see that their motivation stemmed from a need to investigate any leaks, which, if they had existed, would almost certainly have put lives (informants) at risk.

It's not always some grand conspiracy. At least in the UK, it's usually honest people doing their best and getting it wrong.
Canadian Based Lion Electric Nears Bankruptcy After $177M QC/$30M Fed Investment
On idea I have heard is that you have to pay $AMOUNT yearly to some registrar to be not subjected to that rule and with that payment you thereby agree to support the product for another year. Stopping to pay means you stop to support it and are therefore required to release the plans. Going bancrupt/out of business does the same.
They didn't study patients using semaglutide for weight loss only.

I guess a Bayesian would increase their estimated probability of such a problem also for the weight loss case, but not by as much (as diabetes predisposes people to other ailments).
Linear regulators can do it easily, if used in a constant-current driver configuration. That constant can be variable, so regulated-current might be a better name.

Your classic LM317 linear regulator can do it pretty easily, with a potentiometer instead of a fixed resistor to set the output current. Section 9.3.3[1] of the datasheet describes the circuit, though in practice you might add a couple of capacitors for stability.

There are also a number of discrete-transistor circuits. A current mirror with a rheostat is probably the simplest, though not generally ideal performance.

[1]https://www.ti.com/lit/ds/symlink/lm317.pdf?ts=1734395381792...
Onairos: The Personalized Internet
Is it possible to use programmatically? Basically I've been wanting to create an HDL diagram (for FPGA development) from source code to visualise the block interactions. It would be great to have a bit of interaction with the blocks that are created. No other tool I've seen can really do what's wanted.
It does. High blood sugar levels are hard on every system in the body.

One thing about semaglutide is that it can lower blood sugar levels past normal, too. One of my diabetic friends had to lower her dose of Ozempic precisely for this reason. In general, it wouldn't surprise me if pathologies that involve ischemia could be exacerbated by a treatment that lowers energy supply as well.
Render doesn't offer lambdas, AFAIK?

But yeah the UI is great if you want always-on boxes.
> It is outside of passkey scope.

Yeah right, pass along responsability to someone else. And you wonder why people don't trust this "security" solution.
Pg_incremental: Incremental Data Processing in Postgres
Thanks for the feedback, glad that you find Langfuse useful!

Can you create an issue with more details on the API performance problems? We monitor strict SLOs on the public API for Langfuse Cloud and are not aware of any ongoing issues, would love to learn more.
Is this an actual hologram in the traditional sense or LEDs on a spinning armature? From the FAQ it sounds like the latter, but the site isn’t quite clear on that.
You don’t even have an obligation to go to interviews ? Why not?
Their investors are heavily invested in AI and are applying pressure / guidance to have their other companies use it to boost the value of their AI investments.
No one should be under an obligation to offer services at cost. It's not even a meaningful concept: if I say the cost of an hour of my time is $N dollars, well, then it is.
> Speaking at a funeral like that is an odd custom.

According to you. I’d be surprised if such an opportunity wasn’t presented.

> As such I'm not making a statement of right and wrong for your culture,

Except to call it odd.

> only that in OPs culture it is wrong and so asking for someone to speak like that was in fact wrong on the part of whoever asked.

You brought up culture.

This was clearly a case of an open mic. Nobody was asking anyone to do anything. It’s an opportunity to do so if you wish.
https://en.wikipedia.org/wiki/Vehicle_inspection_in_the_Unit...
I think they've always mistakenly focused on headlight brightness (using wattage as a proxy), but the focus should really be on beam shaping and optics quality.

Most cars sold in Europe have had much brighter lights than the same models sold in the USA since the 70s and 80s, yet by using better optics, they had a sharp clearly defined cutoff that virtually eliminates all oncoming light to other drivers, while lighting the road itself and the side of the road a lot more. Yet, these brighter and more courteous lights had been illegal in the USA.

I have a German SUV with extremely powerful HID headlights, and on top of that, it is lifted- pretty awful for other drivers right? No! Because it has good optics with a sharp cutoff, and steerable headlights with tilt sensors on the suspension, and always keeps the headlights pointed low enough to not blind oncoming drivers, even when going over a bump. On top of that, it steers the lights into turns, and away from oncoming drivers around bends.
in other words, it's too late to build nuclear, let's bury our heads in the sand and hope somehow we have enough renewable in 20 years and we're not still using the coal/gas.
I’m sure it’s different for everyone but I think it would just be the unbridled enthusiasm and love for the subject that they would show, the tidal dopamine surge of all the mysteries that have been unlocked, the validation of all the mysteries that remain. It would be amazing.
This is all such a crock of shit. They need to get rid of the entire program. There are enough US Graduates and employees to fulfill the needs of the IT Industry.

There is no shortage. Corporations would rather hire temporary workers with no protections that can be paid less and treated worse.

This is an attack on American Graduates and Workers....
1) Side effects not much more than the most tame of drugs, like aspirin. This one, if it exists, is incredibly rare.

2) You can stop taking it, obviously. Just like any medicine, the effects will wear off, but there's no rebound effect or risky side effect from coming off. You simply return to your previous state.

3) There's more positive anecdotes than negative basically wherever you look. I have a friend who took it and while he lost 20% of weight, he plateau'd - I asked him if he was going to cycle off it and his answer was an emphatic no - I asked why, he said beyond the positive weight effects it: massively curbed his weed addiction, curbed his social media addiction, improved his sleep, and because his compulsive behaviors were down he was doing better at work, reading books for the first time in years, and going to therapy which had helped his dating life. No joke, I was floored at how ridiculous the answer sounded, especially as this was a pretty bro-y friend. Yet I've heard many anecdotes like this from others, one friend stopped a 15-year pack-a-day cigarette addiction they'd had since high school.

4) Some of the other positive trade-offs: reduces addictive behavior, heals heart/bones/brain, dramatically reduces inflammation and can fix inflammatory disorders, positive early studies for Alzheimer's and Parkinson's, etc.

5) There may be no completely free lunches, but there are nearly-free lunches all the time for people with ailments. If I have debilitating GERD, there are antacids that essentially save my life with only mild side-effects. If I have bad eyesight, glasses are a miracle cure. This is all over medicine. If I'm getting surgery, 100/100 people will choose the mild side-effects of anesthetics over the pain.
Human civilization is built on the creation of shortcuts. Insulin is a shortcut for T1 diabetics to avoid death.
Hot take, but once the novelty wears off, POV LED displays like this just look like absolute garbage and are uselessly low resolution.

Before LEDs this type of volumetric display originally rotated a helical or tilted projection surface and used a projector which allowed the entire volume to be scanned once or twice during each rotation. This had the advantage of looking more continuous, being higher resolution, and being less expensive.

I personally thought laser based picoprojectors (of the "focus free" type) were going to explode the market for small and cheap volumetric displays, but for some reason the tech never made it out of a few weird niche products.

Ultimately I concluded that volumetric displays simply don't have a great practical application *except for* the novelty. Is anyone using such a display professionally for an actual practical purpose?