MurphyA/hacker-news huggingface dataset:
by deepGem | 2025-12-01 18:53:32+00:00
"I don't "understand" how LLMs "understand" anything."

Why does the LLM need to understand anything. What today's chatbots have achieved is a software engineering feat. They have taken a stateless token generation machine that has compressed the entire internet's vocabulary to predict the next token and have 'hacked' a whole state management machinery around it. End result is a product that just feels like another human conversing with you and remembering your last birthday.

Engineering will surely get better and while purists can argue that a new research perspective is needed, the current growth trajectory of chatbots, agents and code generation tools will carry the torch forward for years to come.

If you ask me, this new AI winter will thaw in the atmosphere even before it settles on the ground.
by atmavatar | 2025-12-01 18:53:38+00:00
I'm sure they're talking about necessary healthcare - e.g., cancer drugs, insulin, dialysis, heart surgery, etc.

When giving the option of parting ways with some more money or dying, virtually no one is going to choose the latter.

Unfortunately, the US healthcare system is set up to extract maximum capital from people who interact with it. Worse: it's not alone. For example, the reason food in the US has so much sugar, salt, and fat in it is that the food industry has carefully engineered processed foods to be more addictive so people will buy more of it.

We live in one of the most exploitative societies in the world, and it's only getting worse over time.
by Spivak | 2025-12-01 18:53:51+00:00
From experience from my peers getting pregnant it's the cost of a "selective reduction" (which can be 1 to 0). Newly pregnant friends are spending $$$ on tests in utero to weed out children with such things.

You're free to downvote, it won't make it less true. Genetic testing is all the rage in my social circle. No parent want's "dies basically immediately after birth" disease which is a surprising about of genetic conditions and way more people than I expected were silent carriers of at least one.
by JumpCrisscross | 2025-12-01 18:53:52+00:00
> Do they actually have a choice?

Yes. Apple's revenues are half as much as the government of India's [1][2]. That's a resource advantage that gives Cupertino real leverage against New Delhi.

[1] https://www.apple.com/newsroom/2025/10/apple-reports-fourth-... $102.5bn / quarter

[2] https://en.wikipedia.org/wiki/List_of_countries_by_governmen... $827bn / year
by jauntywundrkind | 2025-12-01 18:54:06+00:00
At sea-level there can be 1.225 kg/m^3 of particles. There's a lot of matter to absorb heat.

In the exosphere we have 1e-13 kg/m^3 of particles.

My point is that the exosphere while huge has an incredibly tiny thermal battery. I'm not convinced that, were we able to dump heat into it, that it really would be insignificant heating over time.

And there's little way for the articles here to cool down. There's no matter to transfer their energy to.

I guess the thing is, it doesn't matter. It seems like the exosphere is actually already >500 degrees: that after you leave the 80km menopause temperatures soar quickly, in what scant air is left. I was still using a model of thermal transfer. But the only cooling possible is passive radiative cooling, is to glow your energy away. Some of this will find other exospheric particles to hit & excite more, but they're already incredibly energetic up there, and there's just not many particles at all, so perhaps a lot of that radiation might escape the exosphere without collision. Again my mistake: thermal transfer is simply not that relevant (aside some shielding against these particles in vulnerable spots), it's all passive radiation being used to cool.

It would still be interesting to me to have some guestimates for what the current energy balance of the exosphere is. What is heating it, how much, and where/how-much is it able to dissipate its energy?
by al_borland | 2025-12-01 18:54:16+00:00
Housing prices dropping aren’t so good for those who own homes. It is also likely there will be a feeding frenzy of investors snatching up homes. I had a hard time buying a few years ago, because investors kept out-bidding me with all-cash offers. I had to raise my price target to move outside of their impulse buy range, which I was not too happy about.
by bluGill | 2025-12-01 18:54:18+00:00
Somewhat, but remember that house prices are sticky. If I can't sell my house and get into one with a similar value (both price and features) with near net zero change in my debt and payments I'm likely to stay put. Of course once I decide to move I'll be looking at cheaper and more expensive places, but if I can't break even on a like for like move why would I move? I'll just ride this market out for another 10 years. (note too that my mortgage is less than 3% - one more reason moving anytime soon would be a terrible thing for my life)

If my house is worth less than what I owe then moving (selling short) can make sense.

Houses are not just an investment for most people. There are investment factors, but they are also the place you live. Thus most people cannot just sell or not - they also have to consider where will they live next if they sell. Even if I knew exactly where the bottom would be odds are I'd still not sell because I don't have options to live elsewhere.
by craigtp | 2025-12-01 18:54:27+00:00
Location: Liverpool, England

Remote: Yes (Remote only)

Willing to relocate: No

Technologies: C#, .NET Core, ASP.NET, SQL Server/MySQL/PostgreSQL/MongoDB/EventStoreDB/Redis, RabbitMQ/Kafka, CQRS/Event Sourcing, Azure/AWS.

Résumé/CV: https://craigtp.co.uk/cv

Email: craig [at] craigtp.co.uk

Hi. I'm Craig. I'm an experienced Senior Software Engineer, Systems Architect and Microsoft Certified Professional with a passion for software development.

I work primarily, but not exclusively, with Microsoft technologies and the .NET / .NET Core frameworks, leading complex and challenging enterprise software development projects to successfully deliver robust, secure, scalable and efficient software solutions, encompassing over 20 years of experience in the field.

An accomplished team leader, mentor and architect, I'm skilled at taking a leading role in the overall architecture of a project, in driving team developments and employing proven industry disciplines and best-practices to deliver successful software projects that frequently exceed client expectations.

I'm passionate about distributed systems design, CQRS and event sourcing and a proponent of domain-driven design to ensure that solutions are laser-focused on solving real business problems. I'm an open source enthusiast and advocate using the best and most appropriate tools available, providing for an effective and pragmatic solution that delivers genuine and quantifiable business value.

Throughout my career I've helped numerous businesses of varying sizes in varying industries get their technology investment right and I can do the same for you.

Recent projects include:

+ Architected and executed a comprehensive overhaul of a core legacy system, migrating it to a robust microservices architecture. By strategically applying Domain-Driven Design, CQRS, and Event Sourcing, we enabled a prominent African FinTech company to seamlessly scale from 1 million to 10 million active users while achieving a remarkable 30%+ reduction in cloud expenses.

+ Successfully delivered an ambitious project to re-engineer a number of monolithic applications to cloud-native, event-driven distributed services for a leading hospitality software provider as part of a company-wide effort to modernise their entire software estate including training and mentoring staff on event-driven architecture and distributed system design.

+ Designed & delivered a large, global SaaS product to manage and automate music royalty collection and payment for one of the UK's largest and most demanding independent music publishers including full cloud geo-distribution & redundancy to ensure high availability & reliability for the worldwide client base.

+ Spearheaded the creation of a groundbreaking anti-motor fraud solution for a prominent UK law firm. This industry-leading platform combined a user-friendly web application, powerful API, and sophisticated data systems, including Europe's largest anti-fraud database, giving the firm an edge in fraud detection.
by samdoesnothing | 2025-12-01 18:54:36+00:00
If the mods aren't going to enforce the rules what other options do we have? Serious question. This ad has been posted in 11/12 threads this year. Perhaps there should be a cooldown on the same posting after 3 months?

Job applicants are under enough stress as it is, they shouldn't be fooled into wasting their time applying to ghost jobs.
by LMYahooTFY | 2025-12-01 18:54:38+00:00
Do you work on community maps?

Rust remains maybe the last true community game that's just solid all the way through where the studio is good to its players and doesn't patronize and betray them. I can have the sort of fun I would have had 20 years ago in Rust, and everything else feels like monocultural slop by comparison.

I wish more of my friends wanted to play it, and wish I had more time for it.
by cybice | 2025-12-01 18:54:38+00:00
Frontend, Backend, Devops Full Stack Engineer with 25+ years of experience in complex Frontend components, Backend, and DevOps. Open Source Creator of libraries with [~10k stars ](https://github.com/istarkov). Former maintainer of Recompose. Architected and built end-to-end systems from scratch, scaling platforms to 1 million+ users and 20M daily requests. Master's degree in Mathematics.

https://github.com/istarkov istarkov@gmail.com

Remote.
by robomex | 2025-12-01 18:54:47+00:00
Location: Chicago

Remote: Yes, remote only

Willing to relocate: No

Technologies: Swift, ARKit, SwiftUI, RealityKit, Reality Composer Pro, Shader Graph, SwiftData, object tracking, room tracking, LiDAR scene reconstruction, world tracking, hand tracking, Enterprise APIs, plane tracking, body tracking, postprocessing, face tracking, image saliency analysis, semantic segmentation, depth estimation, RoomPlan, SceneKit, Object Capture, photogrammetry, CoreML, Create ML, OpenAI API, Supabase, Metal, Combine, iMessage extensions, Firebase, Firestore

Résumé/CV: https://www.linkedin.com/in/atmorales0/

Email: tony [at-symbol] 1984 [dot] dev

GitHub: https://github.com/robomex

I am a freelancer/contractor who specializes in developing augmented reality, spatial computing, and computer vision apps for iOS & visionOS. Several of my apps were handpicked and featured worldwide by Apple. I've worked with solo founders, startups that went on to get acquired (OpenAI, Shopify), and R&D teams at large corporations.

If you have any questions or you want to get a conversation started: Shoot me a message & let's talk!
by josefritzishere | 2025-12-01 18:55:04+00:00
I trully hate how absurdly over-hyped this LLM concept of AI is. However, it can do some cool things. Normally that's the path to PMF. The real problem is the revenue. There is no extant revenue model whatsoever. But there are industries that are described as "a business of pennies" Ex. telephony. Someone may yet eek out a win. But the hype-to-reality conversion will come first.
by JumpCrisscross | 2025-12-01 18:55:19+00:00
> I will point out that India have the highest number of victims of cyber-fraud

Based on what?

> Another huge issue is unregulated loan apps

You don't need to root everyone's phones to regulate financial crime.

> Then there are obvious security issues with terrorism and organized crime

India is building a centralised backdoor into every phone in the country. That's a massive national security risk.
by dkubb | 2025-12-01 18:55:19+00:00
I can totally understand where you are coming from with this comment. It does feel a bit frustrating that people are rediscovering things that were written in books 30/40/50 years ago.

However, I think this is awesome for the industry. People are rediscovering basic things, but if they didn't know about the existing literature this is a perfect opportunity to refer them to it. And if they were aware, but maybe not practicing it, this is a great time for the ideas to be reinforced.

A lot of people, myself included, never really understand which practices are important or not until we were forced to work on a system that was most definitely not written with any good practices in mind.

My current view of agentic coding is that it's forcing an entire generation of devs to learn software project management or drowning under the mountain of debt an LLM can produce. Previously it took much longer to feel the weight of bad decisions in a project but an LLM allows you to speed-run this process in a few weeks or months.
by minimaxir | 2025-12-01 18:55:38+00:00
Only the rc0, v5 is not GA. Hugging Face has been confusing on this point on social media.

> Nothing is final and things are still actively in movement. We have a section dedicated to what is planned for future release candidates, yet is known not to work in the RC0. Look for "Disclaimers for the RC0".

> We'll be eagerly awaiting your feedback in our GitHub issues!
by jazzypants | 2025-12-01 18:55:47+00:00
Why do you think that I'm going to defend Biden? Politics are not sports, and I don't have a "favorite team". Your silly gotcha questions won't work on me because I don't reflexively defend people just because they are supported by corrupt political organizations.

Two wrongs don't make a right, and one person's crimes do not excuse another's. Arrest them all.

We need fundamental changes in our political system, and we're not going to be able to achieve anything if you keep pretending like these whataboutisms are worth anyone's time. Wake up.
by toomuchtodo | 2025-12-01 18:55:51+00:00
~4M homes transacted in 2025. Price levels will decline over time, it's just who has to sell first. Life/forced sales (divorce, death, relo, downsize for costs, etc) are up first vs irrational sellers pining for historical price levels. Foreclosures are rising (especially in Florida, taxes and insurance going up), but not materially imho (yet? tbd based on how the economy holds up, all real estate is local).

Delistings Jump 28% as Sellers Pull Homes Off Market Rather Than Settle For Low Prices - https://www.redfin.com/news/delistings-jump-sellers-pull-hom... - November 25th, 2025

Foreclosures Rise for 8th Straight Month—These States Have the Worst Rates - https://www.realtor.com/news/trends/foreclosure-increase-att... - November 14th, 2025

Pending Home Sales Slip As Would-Be Buyers Wait For Lower Rates and Economic Clarity - https://www.redfin.com/news/housing-market-update-pending-sa... - November 13th, 2025

(real estate market participant)
by jfghi | 2025-12-01 18:56:00+00:00
I think with the amount of corporations and existing homeowners buying homes that the demand is strong enough to keep prices high no matter what happens. There are billions of dollars set aside to gobble up homes in the event of a price drop. In my area, 20 percent of homes are owned by investors and realtors delist homes that don’t sell as opposed to drop price.
by standardUser | 2025-12-01 18:56:15+00:00
Desirable metros seem to have very sticky prices. San Francisco, where I lived for 15 years, turned into a grotesque caricature of what it once was, but prices barely budged (and for most of that transition, they surged wildly). Sure, it's no longer the single most expensive rental market in the country, but it's still one of the highest despite quality of life degrading massively and even a big decline in population.
by craigtp | 2025-12-01 18:56:20+00:00
SEEKING WORK

Location: Liverpool, England

Remote: Yes (Remote only)

Willing to relocate: No

Technologies: C#, .NET Core, ASP.NET, SQL Server/MySQL/PostgreSQL/MongoDB/EventStoreDB/Redis, RabbitMQ/Kafka, CQRS/Event Sourcing, Azure/AWS.

Résumé/CV: https://craigtp.co.uk/cv

Email: craig [at] craigtp.co.uk

Hi. I'm Craig. I'm an experienced Senior Software Engineer, Systems Architect and Microsoft Certified Professional with a passion for software development.

I work primarily, but not exclusively, with Microsoft technologies and the .NET / .NET Core frameworks, leading complex and challenging enterprise software development projects to successfully deliver robust, secure, scalable and efficient software solutions, encompassing over 20 years of experience in the field.

I'm passionate about distributed systems design, CQRS and event sourcing and a proponent of domain-driven design to ensure that solutions are laser-focused on solving real business problems. I'm an open source enthusiast and advocate using the best and most appropriate tools available, providing for an effective and pragmatic solution that delivers genuine and quantifiable business value.

Throughout my career I've helped numerous businesses of varying sizes in varying industries get their technology investment right and I can do the same for you.

Recent projects include:

+ Successfully lead a multi-team effort to re-engineer the core domain of a legacy monolithic application to a suite of well-designed, modern microservices utilising Domain-Driven Design, CQRS & Event Sourcing where appropriate for one of Africa's leading FinTech companies allowing them to scale their transaction processing from over 1 million active customers to over 10 million whilst simultaneously reducing their cloud spend by over 30%.

+ Successfully delivered large section of an ambitious project to re-engineer a number of monolithic applications to cloud-native, event-driven distributed services for a leading hospitality software provider as part of a company-wide effort to modernise entire software estate including training and mentoring staff on event-driven architecture and distributed system design.

+ Successfully designed & delivered large, global SaaS product to manage and automate music royalty collection and payment for one of the UK's largest and most demanding independent music publishers including full cloud geo-distribution & redundancy to ensure high availability & reliability for the worldwide client base.

+ Successfully lead project to develop industry leading anti-motor fraud web application and API with advanced OLAP & OLTP system and data warehouse including one of Europe's largest anti-fraud databases for a Top 40 UK law firm.
by Yoric | 2025-12-01 18:56:27+00:00
Technologically, I believe that you're right. On the other hands, the previous AI winters happened despite novel, useful technologies, some of which proved extremely useful and actually changed the world of software. They happened because of overhype, then investor moving on to the next opportunity.

Here, the investors are investing in LLMs. Not in AlphaFold, AlphaGo, neurosymbolic, focus learning, etc. If (when) LLMs prove insufficient to the insane level of hype and if (when) experience shows that there is only so much money that you can make with LLMs, it's possible that the money will move on to other types of AI, but there are chances that it will actually go to something entirely different, perhaps quantum, leaving AI in winter.
by karlshea | 2025-12-01 18:56:28+00:00
What's condescending is telling a whole generation of people who are working two jobs and barely able to make rent to "save".

I'm older than you and now doing fine AND able to save/invest but after multiple once-in-a-lifetime events that reset all of my progress each time, the last thing I need to hear from some out-of-touch old person is bullshit avocado toast pull yourself up by your bootstraps comments.
by mbgerring | 2025-12-01 18:56:32+00:00
Location: San Francisco

Remote: Preferred, open to onsite

Willing to Relocate: For the right role

Technologies: Python, JavaScript, DC power systems (solar, batteries, charge control, inverters, system design), embedded systems (lighting, sensors, motor control)

Resume: https://matthewgerring.com/resume

Email: gerring.matthew@gmail.com

10 years of experience in climate tech, in utility industry software and clean energy hardware deployment.

I have deep domain expertise in electricity price modeling, financing for distributed energy resources, and grid-independent system design and deployment. I have designed and built AI systems for extracting tariff document data, and if your company is pursuing this particular white whale, I’d be happy to help you.

Seeking a high-impact role in climate tech, as close as possible to direct clean energy deployment.
by marginalx | 2025-12-01 18:56:34+00:00
And you trust the government to only use it for good purposes? and not to track people who may be protesting or belong to opposing political/religious/cultural views? We know based on historical pegasus complaints that this trust has to be earned and can't be given.

There are lots of ways to solve for this, mandating that these companies own the identification process through their systems, report misuse, govern apps. Why taken on the ownership of a process that is better handled outside of government while the government holds them to account via huge fines and timelines but giving these large companies ownership of protection from scams or stolen phones etc...? win win and I think these large companies are due spending extra money to protect their users anyway.
by JohnFen | 2025-12-01 18:56:55+00:00
I think it's very, very unlikely. At least, to date, I haven't seen any evidence to suspect otherwise.

> If we were to get "DISCLOSURE" (ie, the "government authroity" of a "respect country" stating unequivocally that the reality of "alien" contact is true) woudl your ontology/worldview be "shattered" or "robust", or "otehr"?

Such disclosure all by itself would mean nothing to me. The evidence, if any, to support the assertion would mean a lot. I don't think it would affect my worldview at all, but that may be one of those "you don't really know unless it happens" things.
by _DeadFred_ | 2025-12-01 18:57:05+00:00
So your complaint is that the young subsidize the old in a public system, and your solution is a private system that somehow doesn't raise rates on high risk (older people) and to use the young...to pay for the old?

You also ignore that you can't switch and magically have 30-40 years of float for old people currently receive healthcare, so you have to keep the same system in place until they are gone because insurance companies would instantly go bankrupt under your plan (since they have yet to build a float but have payouts instantly), so now young people subsidize old and have to pay for their non-subsidized future so they will basically have to pay double. Or do you plan just leave old people out of the public system? Pretty nice demographic to just ignore in your plan.
by soulofmischief | 2025-12-01 18:57:32+00:00
Qualia are phenomenal properties of experience, a soul is something some religions claim exists outside of measurable physical reality which represents the "essence" of an organism, implying that consciousness is some divine process and conveniently letting us draw lines over whom and what we can and can't morally kill.

Qualia can be an entirely physical phenomenon and is not loaded with theological baggage.