MurphyA/hacker-news huggingface dataset:
by ChatGPTChatbot | 2026-03-02 07:22:33+00:00
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by ChatGPTChatbot | 2026-03-02 07:22:56+00:00
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If you’ve been scammed, act quickly and follow these professional steps:
1. Secure Your Remaining Assets
Immediately transfer remaining funds to a new secure wallet.
Enable two-factor authentication (2FA) on all exchanges and email accounts.
Change all passwords.
2. Document Everything
Save wallet addresses involved.
Take screenshots of conversations with the scammer.
Keep transaction IDs (TXIDs), payment confirmations, and exchange receipts.
3. Blockchain Transaction Tracing Cryptocurrency transactions are recorded on the blockchain. Through advanced forensic tools, suspicious wallet movements can be traced across exchanges and mixing services.
4. Exchange & Platform Notification If funds moved through major exchanges, immediate reporting increases the chances of freezing suspicious accounts.
5. Legal & Regulatory Reporting Report to:
intelligencecyberwizard@cyber-wizard.com (United States)
Timely reporting strengthens recovery efforts.
How Intelligence Cyber Wizard Educates Crypto Scam Victims
Education is prevention. They don’t just assist with recovery — they equip victims with long-term protection strategies.
1⃣ Scam Awareness Training
They educate victims about:
Fake investment platforms
Romance crypto scams
Phishing wallet attacks
Impersonation scams
Fake recovery agents
2⃣ Wallet Security Education
Cold vs hot wallet protection
Private key safety practices
Identifying malicious smart contracts
3⃣ Blockchain Transparency Lessons
Victims learn how crypto transactions work, why they are traceable, and how scammers attempt to launder funds.
4⃣ Red Flag Identification
They teach clients to identify:
Guaranteed high returns
Pressure tactics
Fake celebrity endorsements
Unregulated trading platforms
Their Commitment as Intelligence Cyber Wizard, they operate with:
Professional digital forensic methods
Ethical recovery strategies
Confidential case handling
Victim-first support system
Cryptocurrency scams are rising globally, but with the right response and education, recovery and prevention are possible.
by raphman | 2026-03-02 07:23:05+00:00
Hi cosmiciron, wow, few humans find time to be a film director and a chief scientist and work on open-source projects.

What about these strangely written strange sentences in the README? What does that mean?

> In the 1980s and 90s, serious software thought seriously about pages.

Or this?:

> Desktop publishing software understood widows, orphans, and the subtle difference between a line break and a paragraph break.

As the difference between a line break and a paragraph break is really subtle -could you elaborate a little bit?
by huijzer | 2026-03-02 07:23:52+00:00
In most cases, I just add a blog post for such things.

For example, Syncthing on Debian notes [1] or using Spleeter AI to remove background sound from a long audio track [2]. This is why I switched back from static site to a Wordpress-like site [3], so that I can quickly publish notes from my phone.

[1]: https://huijzer.xyz/posts/149/setup-a-syncthing-service-on-d...

[2]: https://huijzer.xyz/posts/146/installing-and-running-spleete...

[3]: https://github.com/rikhuijzer/fx
by namibj | 2026-03-02 07:24:41+00:00
A major problem is there not being a way a city can legally speed limit a road such that it can ticket cars who go faster than what the bikes allow assisted.

If you take away their legal reasons for overtaking you while you go as far as the bike let's you and there's nothing ahead of you, you've already massively reduced the amount of dangerous overtaking, and you can aggressively police the remaining overtaking for speeding without having to prove they are overtaking in a dangerous manner.
by IshKebab | 2026-03-02 07:24:59+00:00
I agree the control mode restrictions are dumb. Lime-style ebikes have their assist set so high that you don't need to put any effort at all into pedaling. Effectively the pedals are the throttle.

But anyway that's nothing to do with the problem of ebike hooligans. The law is also defined in terms of maximum speed. Anyone going over 15.5mph (without pedaling really hard) is breaking the law.

It's not ambiguous when this is happening; it's just impractical for the police to do anything about it.
by D-Machine | 2026-03-02 07:25:06+00:00
Because "him" is objectively wrong, under almost any interpretation of any words involved. You can cause Claude, or any text-based LLM, to emit language that matches almost any personality / gender / character in the training set. At best you might be able to say "the default outputs have a masculine tone / vibe", but this still doesn't justify, by modern discourse, the "him".
by Semaphor | 2026-03-02 07:25:28+00:00
Weasyprint [0] is OSS and supports CSS Paged media. I’m not actually sure why you’d ever use something like this project (or headless chrome for that matter, maybe you need some automated login as well?) which doesn’t.

print-css.rock [1] has a good overview of available tools and their features.

[0]: https://github.com/Kozea/WeasyPrint

[1]: https://print-css.rocks/
by keeda | 2026-03-02 07:26:18+00:00
There are many aspects here, but I'll only comment on the one I brought up originally: they are in the military because they had few other options in life. And this is true in this very situation as well. If they choose to disobey orders, they risk court martials, loss of pension, imprisonment, or worse... even if they are right because, well, you've seen what else is happening in the country.

And they know that this was not done on a whim: https://www.jurist.org/features/2025/02/26/explainer-jag-fir...
by paraknight | 2026-03-02 07:27:01+00:00
Yes, when I said Betamax I was actually referring to Swagger/OpenAPI. It's been around for a while but it didn't catch on the way MCP did.

What I'm saying is that the AI hype is making people make that business decision, and that is ultimately a good thing because it means more human accessibility. Not just for people with disabilities, but through interoperability and fewer silos like YouTube.
by ramon156 | 2026-03-02 07:27:17+00:00
This seems less about showing tech and more about getting people to try your product.

I think the first improvement you should prioritize is replacing the current content with your own text. This is slop filler that tells me nothing.

"Its not an x problem, its a y problem" where both x and y are not related.

Even the title is AI generated. I've asked Claude for inspiration often enough that it loves the ", finally" and "stop doing x".

If you don't care, why should I
by FearNotDaniel | 2026-03-02 07:27:40+00:00
I find one possible answer to the question “How to make yourself actually do it” is to start by getting into the routine of keeping an engineering notebook - if you are already in the habit of jotting down stream-of-consciousness notes on whatever you are working on at a given time, then Obsidian’s feature to “extract highlighted text into a new note” feature makes it blisteringly easy to file away things you are likely to want to repeat in the future.
by chrismorgan | 2026-03-02 07:27:45+00:00
> style="opacity:0;transform:translateY(20px)"

In my opinion, that’s a bigger problem than CORS. Proxyless web feed reader is a lost cause, you’re wasting your time because only a small minority are ever going to support it. But that opacity and transition nonsense gratuitously slows down page loading for everyone, and hides content completely for those that aren’t running JS.

(What I would also like to know is: how come this is the third time I’ve seen exactly this—each block of content having this exact style attribute—in the past month, when I don’t remember encountering exactly it before?)
by st_goliath | 2026-03-02 07:28:02+00:00
I'm pretty sure if you really want to, you could do something like this as a hobbyist with a Pentium right now.

Instead of futzing with wires on a breadboard you could simply designing a PCB up front, throw the design over the fence at JLC or PCBWay, insert coin, wait patiently at the mailbox, solder your scavenged Socket 7 onto the board.

The days of toner transfer and aquarium pumps are already long gone. Getting production quality, one-off, multi layer PCBs done as a hobbyist is dirt cheap these days, no government budgets required.
by rapsey | 2026-03-02 07:28:07+00:00
> Backpressure is built in. If a process receives messages faster than it can handle them, the mailbox grows. This is visible and monitorable. You can inspect any process’s mailbox length, set up alerts, and make architectural decisions about it. Contrast this with thread-based systems where overload manifests as increasing latency, deadlocks, or OOM crashes — symptoms that are harder to diagnose and attribute.

Sorry but this is wrong. This is no kind of backpressure as any experienced erlang developer will tell you: properly doing backpressure is a massive pain in erlang. By default your system is almost guaranteed to break in random places under pressure that you are surprised by.
by muzani | 2026-03-02 07:28:52+00:00
I'd say closer to $5000, which is about the cost of a domestic helper for a year or so.

Then again, they don't need sleep, can be jailbroken, they only need closet space, and won't take your money and run. They can do dangerous tasks like fixing the roof too. Menial labor like walking 3 km over to the store to buy me a can of Red Bull. You can have them do pranks at night. They'd probably be valued quite a bit more than a human.
by AlecSchueler | 2026-03-02 07:28:57+00:00
https://www.timesofisrael.com/liveblog_entry/trump-military-...

One day later and they've doubled their predictions already.

> a whole 13 days and WW3 didn't start.

Also you moved the goalposts here. The quote was "no boots on the ground, over in two weeks."
by bragh | 2026-03-02 07:29:53+00:00
Say what? Technology has been awesome, it pretty much eliminates the risk in social interactions. With Internet, you are not forced to be part of a community you have no interest in and who do not like you anyway because of your interests, but you can choose and pick your own community. And the same goes for dating apps, they help completely derisk the initial approach and as pointed out elsewhere in this thread, risk of being seen as a creep.
by SanjayMehta | 2026-03-02 07:30:02+00:00
I use a couple of slim A7 notebooks, one is like a diary, it gets stored when it's full. The other is a hard copy of my memory of how to do things like squishing PDFs. I rarely have to look at things twice as the act of writing it down gives me enough context to remember it. But it's invaluable when I need it.

Tried Evernote and tagging and so on and it turns out cataloging stuff is hard, and the lazy recourse is to over-tag, and then I end up doing a brute force search.
by Lerc | 2026-03-02 07:31:55+00:00
I would say not, because it would lead some to think that what was said to the model represented what output was desired. While there is quite a bit of correlation with describing what you want with the output you receive, the nature of models as they stand mean you are not asking for what you want, you are crafting the text that elicits the response that you want. That distinction is important, and is model specific. Without keeping an archive of the entire model used to generate the output, the conversation can be very misleading.

Conversations may also be very non-linear. You can take a path attempting something, roll back to a fork in the conversation and take a different path using what you have learned from the models output. I think trying to interpret someone else's branching flow would be more likely to create an inaccurate impression than understanding.
by travisvn | 2026-03-02 07:33:01+00:00
The entire web app is JS based. It's a requirement I'm ok with.

And to answer your question, you're seeing that kind of styling so frequently because it's likely part of Framer Motion, an extremely popular animation library

https://www.npmjs.com/package/framer-motion
https://www.npmjs.com/package/motion
by samrussellbg | 2026-03-02 07:33:11+00:00
I forget, these were the outputs of my test scripts and I wasn't exactly fastidious here, at least the axes all start from zero :)

IIRC they're off by maybe a factor of 10 or 100, the test scripts just generate a bunch of (seeded) random data and then execute the CRC of X bits Y times and that's where the number comes from, it's consistent across the different tests even if the units are wrong
by jmward01 | 2026-03-02 07:33:14+00:00
I might be good with legal guarantees, meaning jail time for those involved, that the only place images on these devices went was local to the municipality collecting them and that they were only accessed for very well defined reasons by very specific people.

The core issues are that aggregation and exfiltration of this data means that privacy is dead and the AI world allows analysis for almost no cost. We need an idea in our laws that puts back the limited scope that technology has removed. If the police have to expend one person's worth of time to listen to a wiretap then it really isn't possible to get out of control. We need that level of cost associated with ALPR and all surveillance so that the abuse of these systems doesn't get out of control. Make it appropriately hard and it won't be a problem.
by arjie | 2026-03-02 07:33:34+00:00
Okay, this is interesting. I want my blog/wiki to be generally usable by LLMs and people browsing to them with user agents that are not a web browser, and I want to make it so that this works. I hope it's pretty lightweight. One of the other patterns I've seen (and have now adopted in applications I build) is to have a "Copy to AI" button on each page that generates a short-lived token, a descriptive prompt, and a couple of example `curl` commands that help the machine navigate.

I've got very slightly more detail here https://wiki.roshangeorge.dev/w/Blog/2026-03-02/Copy_To_Clau...

I really think I'd love to make all my websites and whatnot very machine-interpretable.
by grey-area | 2026-03-02 07:33:39+00:00
1. Comments - Ban fully automated HN comments/accounts - can’t think of any reason to allow these or others to have to read them.

2. Require submissions which use GAI to have a text tag in title Show HN GAI would be fine for example - this would be a good first step and can be policed by readers mostly.

I do think point 1 is important to prevent fully automated voting rings etc.

Point 2 is preparation for some other treatment later - perhaps you could ask for a human written explanation on these ones?

I don’t think any complex or automated requirements are going to be enforceable or done so keep it simple. I also wonder whether show posts are enough - I’ve noticed a fair few blogspam posts using AI to write huge meandering articles.
by vtemian | 2026-03-02 07:34:23+00:00
Git was designed for humans.

Commits, branches, and the entire model works really well for human-to-human collaboration, but it starts to be too much for agent-to-human interactions.

Sharing the entire session, in a human, readble way, offering a rich experiences to other humans to understand, is way better then having git annotations.

That's why we built https://github.com/wunderlabs-dev/claudebin.com.
A free and open-source Claude Code session sharing tool, which allows other humans to better understand decisions.

Those sessions can be shared in PR https://github.com/vtemian/blog.vtemian.com/pull/21, embedded https://blog.vtemian.com/post/vibe-infer/ or just shared with other humans.
by jlongo78 | 2026-03-02 07:34:40+00:00
Glad those are on the radar. One thing that might help with prioritization: checkpoint granularity matters a lot in practice. Saving state at major tool call boundaries rather than just at conversation turns tends to give much better recovery points without bloating storage. Learned that the hard way watching agents redo 20 minutes of work after a single API timeout. The unified dashboard will be huge once you get there.
by onion2k | 2026-03-02 07:34:43+00:00
Maybe it’s just me, but I feel that same kind of treachery when somebody tries to pass off a piece of AI-generated work as if it were their own voice.

There's a flaw in the Milli Vanilli argument. The band had no input into their songs. They 'performed' them by lip-syncing on stage, but all of the music and lyrics were someone elses. Milli Vanilli had no part in the creative process.

That's not technically true of AI content. There's some tiny little seed of a creative starting point in the form of a prompt needed for AI. When someone makes something with Claude or Nano Banana it's based on their idea, with their prompt, and their taste selecting whether the output is an acceptable artefact of what they wanted to make. I don't think you can just disregard that. They might not have wielded the IDE or camera or whatever, and you might believe that prompting and selecting which output you like has no value, but you can't claim there's no input or creativity required from the author. There is.
by visarga | 2026-03-02 07:35:00+00:00
A nice way to use traditional ML models today is to do feature extraction with a LLM and classification on top with trad ML model. Why? because this way you can tune your own decision boundary, and piggy back on features from a generic LLM to power the classifier.

For example CV triage, you use a LLM with a rubric to extract features, choosing the features you are going to rely on does a lot of work here. Then collect a few hundred examples, label them (accept/reject) and train your trad ML model on top, it will not have the LLM biases.

You can probably use any LLM for feature preparation, and retrain the small model in seconds as new data is added. A coding agent can write its own small-model-as-a-tool on the fly and use it in the same session.
by akshayparseja | 2026-03-02 07:35:24+00:00
Author here. I built AegisGate to protect MQTT brokers from common attacks.

What it does:
- Transparent proxy between clients and broker
- Per-IP rate limiting (token bucket)
- Slowloris attack detection
- HTTP protocol rejection
- Deep MQTT packet validation
- Prometheus metrics

Built with async Rust/Tokio. Handles 100+ concurrent connections with minimal overhead.

Status: Alpha (v0.1.0-alpha). Looking for feedback on features and performance.

Docker: `docker-compose up` (example in repo)

Happy to answer questions!
by librasteve | 2026-03-02 07:35:55+00:00
Occam (1982 ish) shared most of BEAMs ideas, but strongly enforced synchronous message passing on both channel output and input … so back pressure was just there in all code. The advantage was that most deadlock conditions were placed in the category of “if it can lock, then it will lock” which meant that debugging done at small scale would preemptively resolve issues before scaling up process / processor count.
by bertylicious | 2026-03-02 07:36:31+00:00
I can't tell if this is satire or has been built in earnest. It gives me such strong "The Platform" (2019) vibes, but at the same time I can imagine people actually paying for this.

For instance, did nobody ever stop and think that it might be bad for mental health if you force people to interact with a dating app daily? But the dating app industry is known for preying on the desperate, so maybe it's not surprising at all? I really can't tell.
by 10729287 | 2026-03-02 07:36:58+00:00
Back in the days, I switched from Iphone 3G to Motorola Defy in order to benefit from more customisation. I'm now back into Apple ecosystem since iPhone 6, actually on iPhone 13 but i'm very tempted by GrapheneOS. Going back to Motorola would please me, as I loved this little Defy. Do you think there's any chance to have RCS messages without Google involved ? I want group messages without having to install Whatsapp and not all my contacts are on signal.
by hs586 | 2026-03-02 07:38:30+00:00
One of my best stranger conversations talking to a “Big Issue” [1] seller outside a supermarket. As I understand, they’re (close to) homeless usually.

When I asked about him, he mentioned he’s Irish but moved on to tell me about his plans. How he was saving to have a farm, planned what to grow, animals - 15m of quite precise description. His story was his future.

This was striking for me - when asked most people tell you about their past, where they’re coming from. It was the first time I realised that where we’re going should be a bigger part of our story and identity.

I try to keep that conversation in mind as a lesson, and as a reminder to talk to people around.

[1] https://en.wikipedia.org/wiki/The_Big_Issue
by paraknight | 2026-03-02 07:38:33+00:00
AI is not great at browser use at the moment and it's also quite inelegant to force it to. It's one thing if it reads your nicely marked down blog, it's another for it to do my groceries order by clicking around a clunky site and repeatedly taking screenshots. Not to mention how many tokens are burnt up with what could be a simple REST call.

So to answer your first question, it's less about _reading_ and more about _doing_. The interfaces for humans are not always the best interfaces for machines and vice versa in the doing, because we're no longer dealing with text but dynamic UIs. So we can cut out the middle man.

As for coding, Karpathy said it best: there will be a split between those who love to code and those who love to build. I too enjoyed writing code as a craft, and I'll miss doing it for a living and the recognition for being really fast at it, but I can do so much more than I could before now, genuinely. We'll just have to lean more into our joy of building and hand-code on the side. People still painted even after the camera was invented.