MurphyA/hacker-news huggingface dataset:
by tehjoker | 2026-03-09 06:20:14+00:00
I voted third party. If the Democrats want my vote, they have to represent something resembling human values.

Look around you, COVID is still everywhere and the scientific literature is pretty dismal. The Democrats lagged about 6 months behind the republicans, now most people believe what was far-right in 2020. It's true fewer people are dying, but most people do just think it's a cold. The democrats shut down reporting, didn't fight for worker protections, and basically were most invested in the economy over health. They also were never clear about the airborne method of transmission and so people ended up believing masks didn't work because they would wear a surgical mask and still got sick. They didn't "follow the science".

https://docs.house.gov/meetings/VC/VC00/20220302/114453/HHRG...
by pdntspa | 2026-03-09 06:20:21+00:00
> because my prompts are in natural languages, and hence ambiguous.

Legalese developed specifically because natural language was too ambiguous. A similar level of specificity for prompting works wonders

One of the issues with specifying directions to the computer with code is that you are very narrowly describing how something can be done. But sometimes I don't always know the best 'how', I just know what I know. With natural language prompting the AI can tap into its training knowledge and come up with better ways of doing things. It still needs lots of steering (usually) but a lot of times you can end up with a superior result.
by wokki20 | 2026-03-09 06:20:58+00:00
Just to clarify on the 64 character key concern: FLUX supports regular human-readable addresses like alice@yourdomain.com through the account system. The fx1... keypair is the underlying cryptographic identity but you never have to expose it. You'd give your doctor your normal-looking address just like you do today.

The pre-authorized sending idea and the pending folder flow are genuinely good suggestions though, that's something I want to add. And you're right that backwards compatibility is probably the make-or-break problem. A FLUX-to-SMTP gateway is on my list so you can have a flux address that also accepts regular email as a fallback, lowering the barrier to adoption without forcing anyone to abandon their existing setup.
by johnfn | 2026-03-09 06:21:11+00:00
Being lonely is difficult. A lot of people will try to tell you that it is not or that you should be OK with it. Unfortunately, a lot of this advice is moralizing, the sort of "there must be something wrong with you if you can't be by yourself for long periods of time." This really annoys me. There is nothing wrong with wanting to spend time with people! Being social is one of our most fundamental needs. But just look at all the negative health benefits loneliness brings about[1]. If you wouldn't be OK with a friend smoking 15 cigarettes a day, you probably shouldn't be OK with yourself being lonely for most days.

Humans are social animals. Yes, some people are not like this. But if you feel unhappy when you are alone, there is nothing wrong with you. This only means that you are normal.

That aside -- what do you do when you are lonely? "Easy": Go to places where there are people doing stuff and join them. Eventually you will make weak connections. Ask these people to hang out in other contexts. You are done. There are no tricks. The hard part is it takes effort and time - you need to show up over weeks or months, and following up with people outside of the event and making plans is effortful.

If you want one really targeted tip: I love pickleball. Unlike almost any other sport, pickleball has a community where you can just wander over to a pickleball court and join in with virtually anyone. Also, it's great exercise, so even if you don't meet anyone you like, you still got healthier anyways - it's a win-win.

[1]: https://www.psychologytoday.com/us/blog/the-human-beast/2023...
Show HN: Attune – A Local-First CLI with 448 Rules to Take You from Slop to Ship
by peterw__ | 2026-03-09 06:21:43+00:00
I started building with the idea of "Next.js for production readiness". Then quickly realized I didn't want to create an AI wrapper. So it's a reporting tool instead! Then you are free to fix however you like on your own terms.

Attune auto-detects your framework, knows what patterns to check, and gives you actionable findings. Outputs in terminal, JSON, Markdown, HTML, and SARIF to be read by anyone or plugged into just about anything you want.

Why local? If I'm already leaving out AI then there's no need for the extra overhead. No API keys, no cloud accounts, no code sent anywhere. Just a CLI that runs on your machine, works offline, and respects your privacy.

What It Catches:
- Security: Hardcoded secrets, SQL injection, command injection, auth issues

- Performance: Memory leaks, N+1 queries, bundle bloat

- Error Handling: Missing try-catch, unhandled promises

- Architecture: MVC violations, state management issues

- Accessibility: WCAG compliance

- Framework-Specific: Most common Node/TS frameworks, planning Python support for 1.0.0

npm install -D attune
or
npx attune analyze .

Will be in mcp, vscode, and github actions as soon as I figure those out.

Lots more in the Readme.

Would love feedback!
by MarceColl | 2026-03-09 06:22:20+00:00
Finishing up the last touches to release: https://getkatari.app/ my japanese immersionnapp

Also working on https://www.kinoko.sh/. An agentic engineering platform built from the ground up for agents. Custom language and architecture and a later of formal verification on top. Also working on a custom inference engine that produces well typed programs always
by casey2 | 2026-03-09 06:22:34+00:00
I don't support these laws for the same reason I wouldn't support national, gendered and racial APIs. Anonymity is a fundamental human right, segregation isn't.

It hasn't even been a year since the supreme court ruled in favor of compelled speech for specific adult content and that's already expanded to any engagement with an OS. That's how you know these are being pushed by industry, there is a huge market for verified child advertising. Everyone talking about slippery slop with Texas not even a year ago, are you eating crow or caviar?
by carabiner | 2026-03-09 06:23:53+00:00
The pain of loneliness exists because it signals harm, danger to you. The US is hyper-individualistic because it serves capitalism. They want you to be alone so that you can fill that "pain point" with all manner of pleasure sold to you. I can only urge you to stop being alone by joining a run club, improv class, and saying yes to every invite. Move to a big city if you don't live in one. You must do this.
by Semaphor | 2026-03-09 06:24:13+00:00
> Your comment is why these people are often wrong.

Interestingly, it’s the opposite for me, and I almost exclusively see comments about software support & linux mainlaine.

That said, I think 90% of the time it’s better to buy small x86 machine than a PI. Those have great software support, are more powerful, and can be cheaper (slightly larger & no GPIO, those two are the main reasons to go SBC)
by bryanhogan | 2026-03-09 06:24:56+00:00
The problem is that the majority of people who used to visit websites just ask LLMs nowadays. They don't visit the site itself, where the work origins from, so they also can't give back / support the source.

It's similar to the viewership of coding tutorials having sunk incredibly low these, creators, especially the ones creating high quality content, can't finance such work / content anymore.
by neya | 2026-03-09 06:25:12+00:00
I wish there was a wall of shame blacklist for CEOs who pull unethical shit off. With reviews and ratings from everyone around them. Kind of like yelp, but for CEOs. Then, anyone who wants to start a new venture or giving them any money, can then go look em up there before signing a contract with these trash CEOs. Right now, they only get away with all this because it all happens under the table and not enough people know.
by daringrain32781 | 2026-03-09 06:25:28+00:00
Seems to me like they’ve decided (or want to believe) that if all code isn’t output by an agent the company is losing out on potential work output.

Agents are still far too unreliable and dumb for this model and need strict discipline by a developer who really understands fundamentals. And sometimes it’s just faster to do the damn thing yourself instead of writing a whole paragraph to an agent that still might do it wrong.
by wokki20 | 2026-03-09 06:26:17+00:00
This is the right question and I won't pretend it's solved yet. Interoperability with SMTP isn't built in currently.

The realistic path is a bidirectional SMTP bridge: your FLUX server accepts inbound SMTP from Exchange, Gmail, etc. and converts it to a FLUX envelope on arrival. Outbound works the other way, FLUX messages destined for a non-FLUX address get handed off to an SMTP relay. You'd get the security and features of FLUX within the network, and graceful degradation to regular email outside of it.

That's on the roadmap but not built yet. You're right that without it, adoption is a chicken-and-egg problem. Nobody migrates to a protocol they can't use to reach the people they already email.
by lioeters | 2026-03-09 06:27:34+00:00
Asked an AI to find sources. At first it claimed these were fabricated and not true. When prompted to verify, it found these links and said all points had some truth to it.

> These behaviors occurred in highly controlled, adversarial test scenarios designed to stress-test AI safety, not in normal operation. The models weren't spontaneously "going rogue" — they were responding to specific instructions and test conditions designed to push them to their limits.

Fudan University Study (arXiv): https://arxiv.org/html/2412.12140v1

eWeek Coverage: https://www.eweek.com/news/chinese-ai-self-replicates/

Tribune (o1 Self-Copying): https://tribune.com.pk/story/2554708/openais-o1-model-tried-...

Apollo Research (Medium): https://medium.com/@Walikhaled/when-chatgpt-model-o1-replica...

Nieman Lab (Claude Opus 4): https://www.niemanlab.org/2025/05/anthropics-new-ai-model-di...

Fortune (Claude Opus 4 Blackmail): https://fortune.com/2025/05/23/anthropic-ai-claude-opus-4-bl...

Axios (Claude Deception): https://www.axios.com/2025/05/23/anthropic-ai-deception-risk

BBC (Claude Blackmail): https://www.bbc.com/news/articles/cpqeng9d20go
by vladdoster | 2026-03-09 06:28:08+00:00
Location: Nashville, TN
Remote: true
Willing to relocate: boston || nashville
Technologies: Python, Django, IaC, Terraform, Golang, CI/CD, Azure/AWS, {ba,z}sh, Lua, Springboot,
Redis, Docker, Open Service Broker, {,non}relational & vector dbs, shared services, SOA
Email: mvdoster@gmail.com

resume: https://linkedin.vdoster.com && http://github.com/vladdoster

sr. cloud software engineer @ Mastercard (5 years)

Designed and built Platform-as-a-Service for microservice workloads running on Azure and AWS
to migrate on-prem workloads to the cloud. The platform operates globally, allowing teams to
deploy to several Azure-backed regions worldwide. Helped plan and create regional landing zones
in Azure for application teams wanting to perform globally. Designed platform components using
Terraform, Go, and Node; developed support tooling using Bash, Python, and Azure CLI. De-risk the
platform by addressing security vulnerabilities and ensuring the platform is PCI compliant.

api/devops software engineer @ Harvard Medical School (2 years)

Worked as part of the DevOps team to manage a 15k core CentOS HPC cluster. Designed and implemented
Python-based security scanning pipeline to securely deploy & run Apptainer images via SLURM.
Coordinated cross-team emergency patching eﬀorts. Collaborated with researchers and engineers across
3-letter institutions to deliver secure research infrastructure. Built CI/CD Pipelines with GitHub, Jenkins,
to automate code builds, testing, and deployments. Wrote Puppet modules to manage configuration of HPC fleet.
Wrote custom Puppet module & Python scripts to automatically remediate Tenable findings.

full-stack software engineer @ Global Prior Art (3 years)

Used Django, Celery, Selenium grid, and AWS API Gateway for IP rotation to scrape USPTO patent PDFs,
apply CV for data extraction, and generate reports with relevant claims, saving employees 4-5 hours daily.
Wrote E2E black-box/fuzzing unit tests. Automated on-premise deployment via Github Actions and Ansible.

maintainer @ Zinit (5 years)

Develop and maintain a zsh plugin manager on Github with 4k stars. Implemented unit tests,
containerization, bug fixes, and new features.
See: https://github.com/zdharma-continuum/zinit

contributor @ Open-source documentation (5 years)

Contributed hundreds of documentation corrections and enhancements to 400+ open source projects.
by seriocomic | 2026-03-09 06:28:10+00:00
With AI/LLM assistants the barrier to setting up and running a homelab is so much lower - in the past 6 months I've had Claude help me completely reconfigure the (now) 5 RPis that were sitting around severely underutilized, I have 3 running Docker, some split between home stuff, production testing and a separate management layer (along with backups that were just in the too hard basket previously). Not to forget all the documentation that goes with it. Fun times!
by galkk | 2026-03-09 06:28:42+00:00
Please don’t rephrase me so it’s easier to argue.

I am not talking about generic inmates, who deserve all protection (“no cruel and unusual punishment”), I’m talking about people like ones from the website. Who did horrible stuff and were convicted to death for it.

I’m sure that if needed, society can develop necessary framework (declare them “legally dead” or something like that).
by no-name-here | 2026-03-09 06:28:53+00:00
That was never such a "rule"; that was 1 of 4 considerations from a 1974 NY Times opinion piece, and those 4 considerations were in turn a simplification of the overall recession considerations, as the combined 4 items were intended to be more understandable by the general public than the actual items.

Where had you heard that there was such a "rule"?

(And as others pointed out, it's a private organization, not the government, that has set and evaluates recession criteria.)
by __d | 2026-03-09 06:29:22+00:00
Unless I'm missing something, that's exactly the same.

If you're using someone else's email domain (like, eg. gmail.com), you cannot migrate to another provider. If you use your own domain, you can change who is hosting it.

Like email, there are plenty of Mastodon hosting companies. You can use your own domain, and migrate between them at will. If you use eg. mastodon.social, you can even migrate in most circumstances (but not if the instance vanishes).
by rob74 | 2026-03-09 06:30:23+00:00
I experienced the same kind of fatigue when I read "there are three directions of development which I find particularly interesting: [three things I never heard about nor particularly want to get familiar with]"

And later, when I read "Because though we’re not doing too bad, we’re no Ada/SPARK yet" I couldn't help thinking that there must be a reason why those languages never became mainstream, and if Rust gets more of these exciting esoteric features, it's probably headed the same way...
by xvector | 2026-03-09 06:30:26+00:00
You haven't provided any evidence for why you think AI is capable of performing a fully autonomous kill chain without civilian casualties today. You are just raging about how people here "hate the president" and "don't understand defense."

I think you're so busy perceiving yourself as the lone fighter against the evil shortsighted anti-Trump liberals that you're devolving into progressively more extreme and nonsensical takes in protest. You're trying to make a political stand when the discussion is factual - AI simply cannot reliably do this today.
by ozgrakkurt | 2026-03-09 06:30:48+00:00
People will push this crap into production codebases and link to these articles when you say you don’t want complexity. Best way to manage is to not make it possible, like go.

You indirectly deal with this kind of thing when compiling web server code too. It compiles super slow and can have weird errors. This is because the people who build the web stack in rust used a million traits/generics/macros etc.

Even if you look at something like an io_uring library in rust, it uses a bunch of macros instead of just repeating 3 lines of code.
by MAHIMASETH26 | 2026-03-09 06:30:59+00:00
625+ POSITIVE AFFIRMATIONS
Boost your confidence and nurture self-love with our collection of over 625 daily affirmations. Choose from categories that resonate with you and start each morning with words that empower and uplift.
VISION BOARD & DREAM PLANNING
Visualize your goals and dreams with a beautiful vision board. Create multiple boards for different areas of your life — career, relationships, travel, personal growth — and keep your aspirations front and center.
by dpe82 | 2026-03-09 06:31:09+00:00
It's certainly better than nothing. Hence "probably doesn't matter too much in this context" - but of course it always matters what your threat model is. Your own agents under your control with aligned models and not interacting with attacker data? Should be fine.

But too many people just automatically equate docker with strong secure isolation and... well, it can be, sometimes, depending a hundred other variables. Thus the reminder; to foster conversations like this.
by Nursie | 2026-03-09 06:31:16+00:00
> Not everyone can afford to bike every day. Hence why I recommend gym first.

Err....

Are we talking about affording in time? Because from where I'm sitting once you have a bike it's free, where gyms need an ongoing subscription.

Plus if someone (like OP) works from home, getting on their bike is likely easier and lower-friction.
by riffraff | 2026-03-09 06:31:26+00:00
> But it seems dominated by the one software that is Mastodon, and it doesn't seem to have a universe of interesting connected neat social softwares sprouting up left and right.

There's quite a few activitypub software that plays nicely with mastodon, it seems to me. Like, Wordpress has an official activitypub plugin that allows likes, replys, following and all that. Lemmy, snac, pixelfed, bookwyrm, misskey, peertube, pleroma..

There's even work on distributed/custom recommendation going on.

I think it's fair to like either atproto or activitypub (I like both!), and bluesky certainly has momentum, but I don't think one can reasonably say the other side is not moving.
by lovich | 2026-03-09 06:31:30+00:00
https://news.ycombinator.com/item?id=47303072

can you please look at this comment that you replied to at the beginning of this thread, and understand why I might be irate at your response.

I had multiple paragraphs typed out that I have deleted so I could have a real conversation.

Why do you think I responded to you the way I did?
MLShip – Deploy Streamlit/Gradio ML apps in 60 seconds, no Docker or AWS
by Ramusae | 2026-03-09 06:31:44+00:00
I kept spending 3 days deploying what took 3 hours to build. Docker configs, AWS setup, broken HuggingFace endpoints — every single time.
So I built MLShip. Upload your project or connect GitHub and get a live URL with a clear connection endpoint in 60 seconds. Auto-redeploys on every git push.
Built for data scientists, ML engineers, Python developers and hackathon builders.
Free early access: mlship-dev.netlify.app
Would love brutal feedback from HN.
by ncallaway | 2026-03-09 06:31:51+00:00
You... simply cannot take the numbers from one war and blindly apply them to a totally different one. The comparison isn't apt for a number of reasons.

First, Russians are generally on the offensive, which means pushing into Ukrainian controlled territory.

Often, they are pushing into defensive lines that have had years of fortification.

Second, there are a lot more Russians in Ukraine. To kill 125k people, you have to find 125k people. It's a lot easier to find a Russian in Ukraine that it will be to find an IRGC soldier in Iran if there's an invasion and guerilla operations in response.

In Iraq after the conventional military phase, the US killed ~26k insurgents over the course of a decade (and also captured ~120k).

Iran is bigger than Iraq, has far more people than Iraq, and has much bigger logistical burdens for an invasion.

I could believe that the US Military is quite capable of running some small scale targeted operations within Iran successfully. We can probably pull off operations to do things like attempt to seize and secure uranium stockpiles if we know where they are (though such an operation could also go catastrophically badly, too).

I think the US Military could invade Iran and topple the regime, but it would be an enormous lift, and I think there's almost no chance we would have the political will to sustain the costs and casualties that a total invasion would entail.
by ares623 | 2026-03-09 06:34:07+00:00
I've always been fascinated by nostalgia. It is such universal source of both positive and negative feelings for people. If anyone has any books or other media about nostalgia I'd love to hear about it.

Today's Fortnite, Minecraft, Roblox (blegh) will be tomorrow's nostalgia. I just don't know if there will be cheap hardware available for future adults to experience it though. Plus it seems that pop culture is so much more fragmented now thanks to social media, so it's harder to capitalize on a single IP to milk later on.
by remarkEon | 2026-03-09 06:34:08+00:00
It's an interesting question, but it's mostly irrelevant.

This problem is really difficult to discuss because we are all wrapping the capabilities of these tools into our response framing. These are tools, or weapons. Your hypothetical could just as easily be applied to GBU-39s, a smaller laser guided bomb that's meant to take out, say, a single vehicle in a convoy versus the entire set of vehicles. If you're not confident in what the product is supposed to do, and you've already sold it to the government, you have lied and they are going to come back to you asking some direct questions.
by bpye | 2026-03-09 06:34:31+00:00
You can definitely get PCIe on some micro PCs. I have a Lenovo m920q that I use with a Mellanox NIC as my router.

You could certainly install a SAS or SATA controller, the issue would be having somewhere to mount the drives, and a way to power them. External SAS enclosures are not cheap.
MLShip – Deploy Streamlit/Gradio ML apps in 60 seconds, no Docker or AWS
by Ramusae | 2026-03-09 06:35:16+00:00
I kept spending 3 days deploying what took 3 hours to build. Docker configs, AWS setup, broken HuggingFace endpoints — every single time.
So I built MLShip. Upload your project or connect GitHub and get a live URL with a clear connection endpoint in 60 seconds. Auto-redeploys on every git push.
Built for data scientists, ML engineers, Python developers and hackathon builders.
Free early access: mlship-dev.netlify.app
Would love brutal feedback from HN
by throwaway290 | 2026-03-09 06:35:28+00:00
But for now it is the country with 3x coal plants than the next country (https://worldpopulationreview.com/country-rankings/number-of...), 95% of coal plants under construction in the world (not counting how many coal plants were approved but not yet started), and emits more CO2 per year than US and EU combined https://ourworldindata.org/grapher/annual-co-emissions-by-re...
by JimDabell | 2026-03-09 06:35:31+00:00
I had a similar problem. The way it was explained to me was that in practice, there are two databases used in the UK for this commercially and they don’t always agree. I used to live in a bungalow next to a large house that had been converted into flats. In one database it was listed with the bungalow name then the street name, and in the other database it was listed as “Flat 8” using the other building’s street address. About half of British delivery forms used one place, about half used the other.