skysight-inc/HackerNews huggingface dataset:
Thank you for the thoughtful questions :)

The core system is built in Rust for performance, safety, and scalability. Integrations and tools are handled via JSON configs and JS mapping, while the interaction happens through our JS SDKs (Python and more languages coming soon).

We solve three key problems:

1) Simplified API/tool access without blowing up context windows.
2) Full auditability of AI actions for trust and oversight.
3) Seamless human-aligned guardrails for safe autonomy.

For example, with Pica's OneTool, a single agent can manage 40 tools without needing multiple agents and routers, reducing complexity and hallucinations.

Feedback on the site is noted—thank you!
“Never believe that anti-Semites are completely unaware of the absurdity of their replies. They know that their remarks are frivolous, open to challenge. But they are amusing themselves, for it is their adversary who is obliged to use words responsibly, since he believes in words. The anti-Semites have the right to play. They even like to play with discourse for, by giving ridiculous reasons, they discredit the seriousness of their interlocutors. They delight in acting in bad faith, since they seek not to persuade by sound argument but to intimidate and disconcert. If you press them too closely, they will abruptly fall silent, loftily indicating by some phrase that the time for argument is past.”
― Jean-Paul Sartre
That's a job for the government, it already has a lot of reputation data about everyone.
What businesses need is delivery drivers.

If the business has a delivery driver, that driver should get priority on the app. But that'll never happen, because that's a slippery slope to just being an ordering platform - a much smaller moat.

I was a driver. When not delivering,
we waited, checked out, cooked food, got ahead on end-of-night cleaning, etc.

If the orders piled in, we made them ourselves then delivered them. If it was a slow night, they let a line cook go and we took over, while the manager filled in while we were out on delivery.

We were the ones who stayed late to clean the kitchen, because we delivered right up until close. On slow nights, we got out the door right at close. On busy nights, it might be two hours later as we handled the backlog of cleanup / closeout.

Delivery drivers are efficient flexible resources with less overhead than the apps.
What does your workflow look like?
There's a large gap between:

1. This interpretation might not be "true" but it is a good-faith effort that respects the text.

2. This LLM is fabricating verses, chapters, and even books of the Bible.

If you've used LLMs much, you know that #2 is not only possible, its quite common. This is the kind of "might not be true" that you should be aware of when using an LLM for apologetics—or any effort where "truthiness" is important.
Alexios I did ask the Pope for help. But I doubt what he wanted was the Normans Robert and Bohemund to enter his territory with their armed men. Alexios I had fought several battles against them and feared that they were after his throne. Alexios’ daughter mentioned her father’s fear several times.

https://sourcebooks.fordham.edu/basis/AnnaComnena-Alexiad00....
>It gets more interesting when you think about the impact on groups. Sending an image to a group is enough for all devices associated with that group to be identifiable from CloudFlare's side,

Doesn't this open up the possibility to identify groups that have been infiltrated by spies or similar posers? If you use this method to kinda-sorta locate or identify all the users in your group and one or more of those users ends up being located in a region where you should have no active group members then you may have identified a mole in your network.

Just thinking out loud here since there's no one else home.
Reports like https://www.theguardian.com/environment/2025/jan/22/catastro... are very real. Those are the types of reasons to fight climate change.

The original post is BS. It's a distraction and so wrong it helps climate deniers more than it helps the cause.
I've always found it amusing that FAANG pedigree is considered a plus for startup founders when the skill set is not only different but sometimes detrimental.
Same thing, yeah, IIUC (i.e., running the agent/worker locally for testing). It's conceptually similar to self-hosted runners, yes, but also different in a few practical ways that may matter to you, depending on how you plan to run in production.

For one, with GitHub Actions, hosted and self-hosted runners are fundamentally different applications; hosted runners are fully configured container images, (with base OS, tools, etc., on board), whereas self-hosted runners are essentially thin, unconfigured shell scripts. This means that unless you're planning on using self-hosted runners in production (which some do of course, but most don't), it wouldn't make sense to dev/test with them locally, given how different they are. With Buildkite, there's only one "way" -- `buildkite-agent`, the single binary I linked to above.

The connection models are also different. While both GHA self-hosted runners and the Buildkite agent connect to a remote service to claim and run jobs, GHA runners must first be registered with a GitHub org or repository before you can use them, and then workflows must also be configured to use them (e.g., with `runs-on` params). With Buildkite, any `buildkite-agent` with a proper token can connect to a queue to run a job.

There are others, but hopefully that gives you an idea.
> But huge R&D investment helped turn the company from an automotive GPS firm to a leader in fitness watches and trackers.

My understanding is the meat and potatoes at Garmin is Aircraft and marine flight instrumentation. Both require an unbelievable amount of [actual] engineering and proof testing, and subsequent certification.

The Automotive GPS was a lucrative market for a brief time, but a pretty big misunderstanding of what the company does at its core.

Fitness trackers was always a market opportunity, and they happen to be really good at it (I've yet to ever run out of battery life on my Garmin Epix Gen2, even after a 5 day expedition using all features and no charging, and using the built-in flashlight at night). They're also pretty ubiquitous in the Bike Computer space.
Remote: Growing from Zero to Unicorn with Elixir
I'm not a C++ dev, but here are a couple of IDEs that I know have strong C++ support and much more user friendly debugging than using GDB via the command line...

https://www.jetbrains.com/clion/
https://visualstudio.microsoft.com/
No, because it still has to learn what to predict when "spelling" is called for. There's no magic just because the predicted token sequence is the same as the predicting one (+/- any quotes, commas, etc).

And ...

1) If the training data isn't there, it still won't learn it

2) Having to learn that the predictive signal is a multi-token pattern (s t) vs a single token one (st) isn't making things any simpler for the model.

Clearly you've decided to go based on personal belief rather that actually testing for yourself, so the conversation is rather pointless.
Foxglove founder here. Foxglove is framework agnostic - we have first class ROS support but you can just as easily bring in custom data via Websocket or MCAP files.

https://docs.foxglove.dev/docs/connecting-to-data/frameworks...
Apple's first iPhone with a large touchscreen has a similar backstory
I've been using a Garmin Forerunner GPS watch for years, and what I've found I like the most about it is actually the Garmin Connect app on my phone. I don't think Garmin gets enough credit as a software shop. Connect is a great application for tracking your workouts over time. A fair number of runners even use Garmin's workout plans from the app. Even compared to running apps exclusively for iOS and Android I think the Garmin app is one of the better ones around, and is free to use with no monthly fees. Combine that with the fact that I don't even have to take my phone with me, I just wear my watch and it syncs with my phone when I get home. Running with a phone sucks, I have yet to find a way to carry one that isn't annoying.
> John 1:1-18 uses a lot of contrasts (light and dark, right and wrong, life and death)

A lot of metaphor and nuance too.
Agreed, customers don’t really care. I was just curious.
Well there is common stuff that one must be familiar with to be proficient and marginal stuff that you can get by without knowing because chances is you're not going to need it.

Like take for instance financial mathematics where I had some special interest, it's totally oblivious to areas such as geometry or number theory. I never had to figure out if a polynomial is divisible by 6 for instance :)

Like computer science, there's the common algorithms stuff but being an expert in web development doesn't help you much in writing high frequency trading server code, and the other way around.
A while ago, I attempted to use ChatGPT to research the history of sexism in the Christian church. ChatGPT feeds me this line:

> The New Testament offers various teachings on how to treat women, emphasizing respect, equality, and love within the broader Christian ethic.

It seems like ChatGPT's guidelines prevent it from saying anything too controversial about religion. It presents the most modern, liberal interpretations of Christianity, and only when pushed will it actually mention what the Bible really says about how to treat women.

After some debate, here's the most negative thing I could squeeze out of it:

> The stronger message, based on the number of passages, appears to be about women being in a subordinate or specific role.
Does Nextdoor have anything useful for you? They have community events and so forth.
I mean if a book or a peice of writing can be divinely inspired I don't see why am llm can't. Both are pieces of technology at the end of the day
I've recently seen Claude write tests inside of it's UI and then run them
“Show me the man and I’ll show you the crime.” - Beria

If you get noticed the future might not turn out well for you.
> Which programming language would allow me to get closer to God?

The answer is obviously HolyC. Full stop. And the operating system you would use to communicate with God is TempleOS.
I used to own one Garmin GPS and replaced it with my cellphone plus a mount. Updating the map was a major pain point.

Now I'm really pleasantly surprised at how good the descent mk3 is which I wear all day and there's also inreach etc. Garmin products are really safe buys when it comes to fitness devices. Other smart watches suffer mostly from the software side whereas Garmin connect syncs well and has good UX.
This is not unbelievable. I don't even live in a coastal city and I still know a handful of active couriers. They're faster than drivers in congested areas and pretty much get a pass on all traffic control/regulation if they don't truly endanger pedestrians. Not to mention that they don't need parking, can carry their vehicles up stairs and into buildings etc.

Plenty of people know these guys exist and having someone known to you and reliable on speed dial is worthwhile. The $100 also makes sense because it isn't just a tip, it is the 'retainer' to make sure the calls get maximum priority.
/r/atheism is leaking again.
It seems it would be OK if it were limited to being a research assistant and everything produced was rigorously checked. But because AI has no concept of truth, ethics or morals, I would limit it to that alone.

An AI is not capable of not lying, which seems to violate the Ninth commandment. I am not an expert, so interpreting the "against thy neighbor" portion may or may not apply here. I tend to interpret that as "no lies" in any circumstances.

I do realize that because of the way our brains, etc. work, that it's pretty much impossible to not lie, at last a bit, but that is what forgiveness is for. I don't think you can forgive software, since it really should be a correctable issue. Of course, LLMs are so complex as to be uncorrectable.
The author didn't pull all gas usage. We did the math on our home, and it really only makes sense right now if we eliminate all gas usage, since 65%+ of our gas spend is fixed connection fee related.
Don't even think about cheating on your wife
Margin isn't everything, it's a very stable business with a very wide technological and regulatory moat. Add to that fierce brand loyalty among pilots and it's a great business IMO.

Personal electronics (unless you are Apple basically) is a pretty fickle business and fortunes can change very rapidly. Aviation? Not so much, unless you chuck a Boeing.
The big question is if ceasing a medication can restore cognitive performance.
China has a history of stealing technologies if it can. Fine, but don't expect the world to LET china steal these technologies.

And if China doesn't like it, it can reinvent the wheel. Here is the fun part. I think China can absolutely do so in a technical sense. But I know the people absolutely won't do it, because they don't want it/aren't incentivized to do it.
We also know that the Apostles all shared a Honda accord too, Acts 5:12: “They were all with one Accord” and that God was more of a classic car guy and drove a Plymouth Fury, from Jeremiah 32:37: “He drove them out of the land in His Fury”.
>If only we knew OBL's Discord handle then we would have known he was about where we figured he was all along...

Discord is just an example, this can apparently work with many apps that store user attachments on Cloudflare.

>Click a button, suddenly my datacenter is AMS. Click it again, suddenly its OTP...

Well, if the location keeps changing, it's obvious it's not their real location. But if it’s always the same, no matter what, that’s a huge clue. Of course, this works best when you’ve got some other data to back it up. It’s kind of like playing Akinator - the more answers you get, the closer you get to figuring out the target. One answer might not tell you much, but three or four?
I use functions in openai and a template that forces the LLM to generate questions and answers from a text in a format that can be synced into the Anki app. Very straightforward workflow.
Just plug in the Garmin watch to your computer, and its storage opens revealing sensibly named folders. You can open the folder named Activity and copy your sport files in FIT format. Everything else is JSON.

No cloud account needed!
I do agree with the sentiment of the author however, LLMs of today are probably not a good option for something where truth and accuracy are of the upmost importance as part of our faith, it would be really bad to ever have something mislead a would-be or existing believer.

The idea that an AI someday might be useful for apologetics is reasonable though, its just not ready today, if it ever will be, it will have very nuanced bias.
We’re racing to the dopamine drip feed pod people life
I tried to sign up for this to check it out but it requires an instagram account or some existing online media presence…pretty big barrier to entry for someone looking to leave Meta properties.
It wasn't "no human contact", it was "no contact with other employees/coworkers". Big difference.
I just sent a feature request[1] to Signal with the following text:

I understand that Signal does not consider this
https://gist.github.com/hackermondev/45a3cdfa52246f1d1201c1e8cdef6117 to be
a valid security bug, but it would be helpful to at least be able to
mitigate it.

Please add an option in settings to disable automatically downloading
attachments.

That should be enough to change the attack from 0-click (just opening the
conversation) to 1-click (click the attachment). Most people won’t care
about this, but for some every little bit of privacy is important.

[1]: https://support.signal.org/hc/en-us/requests/new
Yeah I've found the same. I might have some surface understanding of some topic and I like just asking "am I right in thinking this and this about this?" Or "Tell me why I'm wrong about this".
> Our leadership are greedy fools.

Why? Because our government hasn't seized the assets of the AI companies, like intellectual eminent domain? This is brand new technology from which nobody knows the eventual impact on society (hence the discussion in this thread). And if the government did take it over, who would continue to build it, earning a govt salary?
Harper Spellchecking speed by 90% using FST
The amazing thing continues to be that they can ever answer these questions correctly.

It's very easy to write a paper in the style of "it is impossible for a bee to fly" for LLMs and spelling. The incompleteness of our understanding of these systems is astonishing.
As they should. More often then not, going into academia means horrible working conditions and horrible pay... and there's job satisfaction when your instead of doing things you like or ones enrich society, you spend most of your time in a never ending fight for grant money.

Leaving is completely logical for anyone that wants to actually do impactful research, or wants to make a living wage, and wants sane hours and sane management.
Yup, it takes people who think they can't fail to be truly successful. Very similar to an athlete's mindset. You have to have the skill and innate talent but you also have to believe your shit doesn't stink
Most immediately, America will look like a chicken with it's head cut off for the next four bird flu seasons.
If you just talk about notifications, the apple watch is better, in that you can reply without pulling out your phone, or even take the voice call, which you can't (at least afaik) on a Garmin.

If you look at Apple watch activity tracking, though, Garmin is playing a different ballgame.

Calorie counting on apple is off by 2-5x (compared to energy output measured on an erg, and running and biking are similarly _really_ incorrect on apple, and in my experience pretty spot-on with Garmin).

Reviewing an activity on apple fitness is really, _really_ coarse. You can't pick what metric is shown on the map. You can't plot a metric over time. Even something as simple as max speed? Who knows!

Apple's attempted copycat of body battery functionality in the new iOS 18 seems like it was designed by a PM that was handed 2-3 screenshots from a Garmin, shrugged, and went from that. It's wholly useless—but on Garmin, this is a valuable feature included 8 years ago in their cheapest running watches.
Edelman Trust Barometer 2025
Which is a reason why keeping a food diary is an often recommended technique for changing your diet and eating healthier.
In case you use Jekyll or other static blog platform this method may be useful too
https://www.coryzue.com/writing/bluesky-comments/
People in my country dont even want to pay taxes for the roads we drive on. The same people are trying to force others to have kids with no incentives and lackluster futures. It’s just a bad deal.
Show HN: Crawlspace – A centralized web crawling platform built on Cloudflare
Crawlspace is a centralized web crawling platform that benefits crawler developers AND website owners. Developers can affordably crawl tens of millions of pages per month, scrape with LLMs, and save data in attached storage. Website owners are shielded by a platform-wide TTL cache that absorbs redundant bot traffic.

AI bots are running rampant on the open web. Many recent HN stories[1][2][3][4] describe how web crawlers have run amok and hammer websites with DDoS-like traffic. They often do this with blatant disregard of website owners' wishes (e.g. ignoring robots.txt, 429s, Retry-After headers, etc) because they face no repercussions for deploying poorly-behaved crawlers (and are not incentivized to improve them).

The knee-jerk reaction to fix this problem is to give more tools to website owners. Maintaining denylists of IP addresses and user agents, implementing honeypots and tarpits, etc are tactics that website owners use to combat the problem. However, this ends up resulting in and endless arms race between web crawlers and website owners, as they each try to employ new mechanisms of one-upping each other.

Crawlspace takes a different approach _by providing a convenient and affordable platform to web crawler developers_. By funneling web crawling traffic through a centralized platform, we can control neat things like making crawlers well-behaved by default, implementing proper caching, and more — all the tedium that that developers don't want to (and therefore, don't) do themselves. Music streaming services like Spotify used convenience and affordability to curb music piracy; we're following the same playbook to curb rampant bot traffic on the internet.

In about 50 lines of code, you can deploy a performant and polite web crawler on Cloudflare's network. Every crawler gets its own queue, SQLite database, vector database, and S3-compatible bucket, which allows you to query your crawl as it's crawling with either SQL statements or a RAG chat interface. We've stitched together 10+ Cloudflare products including Queues, Durable Objects, Browser Rendering, Workers AI, D1, R2, and Vectorize.

Please let us know what you think! Happy to answer any questions.

[1] https://news.ycombinator.com/item?id=42549624

[2] https://news.ycombinator.com/item?id=42660377

[3] https://news.ycombinator.com/item?id=42725147

[4] https://news.ycombinator.com/item?id=42750420
'The Next Microsoft' by Andrew Kim
You’re missing a term:
n^6+n^3+2n^2+2n
I remember reading something along the lines of, Jesuits will have a perfectly ironclad logical argument to any theological point... Assuming you have already swallowed the 1-2 big rocks at the foundation.
Yes, Zuckerberg admitted that this is what used to happen under Biden recently on a podcast,
I would add to the sibling comments: Don't say anything publicly to imply that the laid-off were underperforming or otherwise bad employees, e.g. https://www.usatoday.com/story/money/2025/01/15/meta-layoffs.... Even if underperformance actually does happen to be part of the layoff criteria, 1) that's kicking a person when they're already down and 2) as many on HN have said, performance depends on the environment so a person having difficulties in one job may thrive in another.

As for "leaders be(ing) made accountable", they're already being held accountable by the owners of the business.
Correct archive:

https://archive.ph/unZJx
FTC Finalizes Changes to Coppa Rules Limiting Ability to Monetize Kids' Data
I understand the sentiment. But I have an old Garmin Forerunner 35 watch that charges in about 2 hours and the charge lasts for three weeks. So the cognitive load is less than you would think.
>Last I looked, machines are considered unable to create copyrightable content, so your attempt to compare that to LLMs might not work in court.

That just means whatever they produce can't be copyrighted, not that they can't produce derivative works. Courts have upheld the right for google to produce thumbnails of copyrighted works, even though the procedure for producing thumbnails is done by a computer and thus can't be copyrighted.
Capitalism and fiduciary duty prevents employers from paying people their market value when they are content enough to stay.

An employee who does not do the effort to re-peg their labor time to market rates for their skill level is implicitly consenting to a prior agreement (when they were hired).
Nah, not even that. The only people who consume apologetics sincerely nowadays is Christians. They're not meant to convince anyone, they're meant to keep the crises of faith at bay.
In their example target it pinged two datacenters, one in Dallas and on in San Franciso. Their requests might bounce between datacenters even if they aren't on a VPN.
There's a nice 'lil Easter egg in the source :)
> 1. Install Amurex from the Chrome Web Store

Wishing the project well, but this is where it stops for me unfortunately.

Are there any similar tools that aren't browser dependent?
That was true with something like the G1000, but their newer avionics are very much touchscreen in favour of physical buttons. See the G3X or G3000 for example: https://www.youtube.com/watch?v=21eOTAXdXLM&t=18s
If you need to deanonymize a user who moves around a lot, this method makes sense.