skysight-inc/HackerNews huggingface dataset:
Any idea how was those censorships removed?
Yes, no doubt the person who sent the email ended up feeling a little silly when the pendants showed him.
Wow. Glad you are ok! If you are comfortable with this, would you be willing to share what the NDE was like?
This is like saying: All cooks are equally good, even the most disgusting slop (e.g. water/flour soup) isn't any better than a dish from a cook with several Michelin stars. Of course the latter is better. And if it is better, it is objectively better. Even if 0.001% of people prefer flour soup.
Height and weight are key metrics to compute e.g BMI and VO2max.

The only notifications I get are when an activity gets synced, and I did not set up anything particular, it's all default in that regard.
The title is misleading.
Proprietary code has been removed
from the repo and the published
repo will not compile because of it.

Google states:
"" This is for information only.""

""This is the latest version of the internal
repository from Pebble Technology providing
the software to run on Pebble watches.
Proprietary source code has been removed
from this repository and it will not
compile as-is""
Meha sounds interesting.

I have a question, since Meha uses Chrome in the background to perform tasks. But many users uses Firefox, Arc, or any other browser as their default browser. In such a scenario, how will Meha function?
Too long, didn't read and don't really care.

Dewokenization is coming to town.
Like RLHF but the HF part is GPT4 instead.
If it does i'll be using it
If Uber wasn't better than taxis from the start then why would people use or drive for Uber instead of taxis?
This supposed project is a bit dull, it is just an ongoing HuggingFace community engagement initiative with a misleading headline. Yes R1 itself is fascinating, but there isn't something like it coming out every week.
and animals support and comfort each other without hesitation all the time too.

and "nearly everything dies from being eaten", yes, because nearly everything is in the human meat eating food chain, I kid you not.

no. the lens that depicts the world at constant war is projecting a mix of maybe personal experience and certainly group think onto an otherwise surprisingly cooperative and supportive nature.

https://scholar.google.de/scholar?hl=en&as_sdt=0%2C5&q=coope...
Right, a proxy focused on privacy and removing ads. Of course that's "malware" to Facebook, a site recommending devilry such as this must be silenced at all cost...
This article has good background, context, and explanations [1] They skipped CUDA and instead used PTX which is a lower level instruction set where they were able to implement more performant cross-chip comms to make up for the less-performant H800 chips.

[1]: https://stratechery.com/2025/deepseek-faq/
How serendipitous! I did an Ask HN last week [1] trying to get platform creators to talk about this without much success. In any case, I've built a solution for links and emails, with an API [2], in case that helps. No subscription and I'm happy to provide some credits for free, for you to test it. Reach out if you're interested!

[1]: https://news.ycombinator.com/item?id=42780265
[2]: https://oxcheck.com/safe-api
How to accidentally get yourself with 'find -name something*'
Nah, its about the "party" not the people or culture. They will never shake the stigma now that they fist their way into controlling any company, creating artificial market manipulation, restricting technology, restricting information, violence and threats against their own people and everyone else.
For information X and Meta are not Social Network but Identity Tracing Network.

Give their database to bot for search and destroy and you will understand by how many will survive.

Good luck!
Gemini refuses to answer questions that Grok, ChatGPT, Claude answer
Show HN: Never train another ML model again
Hello, Hacker News community!

I made FlashLearn, an open-source library designed to streamline the integration of Large Language Models (LLMs) into your workflows. With FlashLearn, you can effortlessly build JSON-based pipelines for tasks like classification and labeling using just a few lines of code, while maintaining standardized outputs for seamless downstream processing.

Key Features:

* Quick Setup: Install FlashLearn via PyPI:

```
pip install flashlearn
```

Additionally, set your LLM provider credentials if you're using OpenAI / Deepseek:

```
export OPENAI_API_KEY="YOUR_API_KEY"
```

* JSON-Centric Pipelines: Easily structure and process data. Here's an example of performing sentiment analysis on IMDB movie reviews using a prebuilt skill:

```python
from flashlearn.utils import imdb_reviews_50k
from flashlearn.skills import GeneralSkill
from flashlearn.skills.toolkit import ClassifyReviewSentiment

# Load data and skills
data = imdb_reviews_50k(sample=100)
skill = GeneralSkill.load_skill(ClassifyReviewSentiment)
tasks = skill.create_tasks(data)

# Process tasks in parallel
results = skill.run_tasks_in_parallel(tasks)

# Save outputs as clean JSON
import json
with open('sentiment_results.jsonl', 'w') as f:
for task_id, output in results.items():
input_json = data[int(task_id)]
input_json['result'] = output
f.write(json.dumps(input_json) + '\n')
```

* Multi-Step Pipelines: Chain and extend workflows by passing structured outputs to subsequent skills.

```python
# Example of chaining tasks
# next_skill = ...
# next_tasks = next_skill.create_tasks([...based on 'output'...])
# next_results = next_skill.run_tasks_in_parallel(next_tasks)
```

* Custom Skills: For domain-specific needs, easily define custom skills:

```python
from flashlearn.skills.learn_skill import LearnSkill

learner = LearnSkill(model_name="gpt-4o-mini")
skill = learner.learn_skill(data, task='Define categories "satirical", "quirky", "absurd".')
tasks = skill.create_tasks(data)
```

* Image Classification: Handle visual data with ease using flexible tools for single and multi-label classification.

```python
from flashlearn.skills.classification import ClassificationSkill

images = [...] # Base64-encoded images
skill = ClassificationSkill(
model_name="gpt-4o-mini",
categories=["cat", "dog"],
max_labels=1,
system_prompt="Classify images."
)
tasks = skill.create_tasks(images, column_modalities={"image_base64": "image_base64"})
results = skill.run_tasks_in_parallel(tasks)
```
> Bitcoin reflects financial markets

No it doesn't.

Bitcoin has no intrinsic tie to the financial markets.

The financial markets are all based on goods, services, and economic value. They build meta layers on top of it and sometimes those layers are bad, but nonetheless they are based on value.

Bitcoin is based on speculation. It offers no inherent value. No one needs or wants Bitcoin. People do want or need food, shelter, health, entertainment, education, human connection, etc, that the rest of the financial markets are based on.

I think a lot of crypto advocates don't understand that the stock market isn't made up. Yes there is volatility, yes it isn't perfect. But it isn't a pure casino.

Bitcoin has sometimes* correlated with the broader financial markets, but not because it was an indicator of the markets but because it was accidentally caught up in them as an inconsequential side thought. It got treated as an investment commodity by some big asset managers and thus followed the same trading patterns. When the asset managers thought outlook was poor, they sold a bit of everything, and everything would go down.
Ah that is excellent to know, I appreciate it!
Do not be mistaken.

While everyone worries about such minor trivia, the Chief is replacing a host of public servants with his own cronies, all in the name of DOGE.
For those familiar with medieval history, that's exactly what every tyrant/lord/baron/... did to get rid of any enemies, and ensure his own son would rule after his death.

Also, I guess a significant part of public spending will be redirected to the oligarchs that attended his crowning ^H^H^H^H^H^H^H^H nomination.
That could be a problem with those on a minimum wage, or already working two jobs, but hey, isn't everyone in the US a millionaire?
i cant download it? cant find it
My friend's husband is a physician that works along the Mexican border and volunteers at migrant shelters. He said the amount of TB that comes through the border is shocking.
Factually untrue
Congrats.
Love to read this.

The notion of "what is small" is interesting.
I think of small mom and pop shops.
But compared to the "giants" of which there are several
30 is really small.
You make a good point, that maybe the models won’t perform much better with those improvements, or at least not enough to get people to pay more.

I’m curious about the Llama3 bit - do you have a source for that? I’ve been hearing they trained using OpenAI outputs (not sure how that would work).
The market doesn't care about rational, it needed a reason ( for a very long time ) for a correction. The more fear it can drive, the lower it can drive those valuation down.
Only the distilled models can run on everyday machines, not the full model
even without the notion of profit, averages reduce risks and helps survival imo
Just get a OnePlus 2R.
Humans are complex. If we want to be serious about preventing a re-occurrence of the Holocaust, we should remember that it was carried out by ordinary people like you or me. Even today, many - perhaps most - people will make excuses for any amount of evil as long as it's being done by their side.
shouldn't "The Gulf of America" extend from at least Long Island Sound down to somewhere in Argentina? Both contents have catcher's stances toward the east. Toward the Europe.
The double edged sword of export controls.
not the reader indeed
It’s not a bad option, and there may be some research that suggests this will reduce friction between mod teams and users.

If I were to build this… well first I would have to ensure no link shorteners, then I would need a list of known tropes and memes, and a way to add them to the list over time.

This should get me about 30% of the way there, next.. even if I ignore adversaries, I would still have to contend with links which have never been seen before.

So for these links, someone would have to be the sacrificial lamb and go through it to see what’s on the other side. Ideally this would be someone on the mod team, but there can never be enough mods to handle volume.

I guess we’re at the mod coverage problem - take volunteer mods; it’s very common for mods to be asleep, when a goat related link is shared. When you get online 8 hours later, theres a page of reports.

That is IF you get reports. People click on a malware infection, but aren’t aware of it, so they don’t report. Or they encounter goats, and just quit the site, without caring to report.

I’m actually pulling my punches here, because many issues, eg. adversarial behavior, just nullify any action you take. People could decide to say that you are applying the label incorrectly, and that the label itself is censorship.

This also assumes that you can get engineering resources applied - and it’s amazing if you can get their attention. All the grizzled T&S folk I know, develop very good mediating and diplomatic skills to just survive.

thats why I really do urge people to get into mod teams, so that the work gets understood by normal people. The internet is banging into the hard limits of our older free speech ideas, and people are constantly taking advantage of blind spots amongst the citizenry.
Anthropic uses a ton of TPU in addition to GPU, so presumably has the expertise to use both, and shift workloads as needed. Note that large scale TPU pretty much means Jax and not just "platform independent" flavor of Jax but Jax with TPU-specific optimizations.
>In fairness, 'geopolitical experts' may not really exist.

Except for, I don't know, the many thousands of people who work at various government agencies (diplomatic, intelligence) or even private sector policy circles whose job it is to literally be geopolitical experts in a given area.
Man, I got that beat by 5+yrs and -49 employees. Most businesses are small businesses. 89% have less than 10 employees.
All this AI work is definitely driven by money but it's super cool either way. I'm so excited to be living through these innovations.
feedback: it's slow (clicking on subscribe, etc)
wouldn't hold my breath ...
A collection of great TUI apps
One thing chess engines are still bad at is determining which positions are difficult for humans to play. If there is a sequence of moves where Black has to make the right choice every time from several plausible alternatives to reach a drawn endgame, but White has plenty of margin for error at every turn to keep that situation, the computer will happily evaluate this as "0.0" - a draw.

Solving this would allow handicapped computers to play interesting games against humans, and it would also be hugely useful for strong players preparing opening surprises, but no one seems to have figured it out.

Note that this isn't a simple graph theory question of looking for how narrow a path through the graph is: the word "plausible" is very important above, and a narrow path where most moves can quickly be eliminated is one of the easier things for humans to calculate.

Anyway, I was hoping this was a step towards solving that, but they don't seem to have even tried to apply it there.
I don't have coworkers who buy into mob programming. If I write code on Saturday and withhold pushing the commit until Monday afternoon or write the code Monday morning and push the commit thereafter, nobody is ever going to be able to tell the difference.

You must work in one of those cults that stand around the meeting room to recite the commit log as if nobody in the place knows how to read, exclaiming "no blockers" to signify that the metaphorical torch is being passed on to the next person?
I was sold immediately i read sales pitch. But when registering i noticed one curiosity.

No VNCs/Virtual desktops.

Why is that? If i'm paying for resource usage and i don't see what's illegal about VNC, why is that?
If OP wanted to shrink nom packages then npm could introduce two types of npm package - the build package and source one. This way a lot of packages would be smaller, because package code could be safely distributed through a separate package and not kept in the build package. There are a lot npm packages that explicitly include whole git repo in the package and they do so because there's only one type of package they can use
Jingoism seems like something that was always lurking beneath the surface waiting to emerge.
Cool, modern US politics causes some stress for me; an allergy possibly.

Can I get the inverse of this? I want to have this feed into a google filter so I can look at my local news without seeing anything at all related to POTUS in the headline, regardless of who’s in office.
NVidia's not selling LLM subscriptions, they're selling shovels in the goldrush. I don't think 3 trillion is a reasonable valuation either, but NVidia's applications extend way beyond consumer and they've effectively become the chokepoint for any application of AI
no, information travels much faster now.
Why can’t it be also cached on the phone though?
This type of research is necessary if we want to do forensic pathology. Location affects fauna involved. And also weather and seasons affects how it progresses. One example I read was that different insects are present at different stages. So based on their cycles you can narrow down time of death somewhat.
A friend of mine just defended his law PhD and in the introductory lectio said that (even) current LLMs would likely give better verdicts than human judges. Law isn't really a cognitively such demanding task as walking a dog or waiting tables.
Opposite experience here. Went from Apple Watch to Garmin, couldn't be happier. Never had an issue with the charging point chafing, it is recessed and no problem. Buttons to start/stop/pause/resume activity work as expected, so much better than trying to swipe and tap the Apple Watch screen especially in wet conditions. GPS sync never been an issue for me, you can start an activity before it syncs and it figures it out.
i'm pretty sure most content moderation strategies operate on a budget below what most LLMs would cost.

for any site hosting user-generated content, how efficiently you can run your moderation system is essentially your unique selling point - LLM is the baseline.
I still remember when they came out with the 3d dancing baby, blew my mind much more than deepseek, it even played air guitar!
Accounts created today. Bots are creating political issues on technical projects on github now? Maybe this isn’t a new thing, I wouldn’t be surprised.
No one will release the dataset because we all know it is gathered through dodgy means.
Curious to know what other alternatives have you found better.
I have ADHD And I find sharing advice on executive functioning in general can be useful or not useful for other ADHD people depending on their unique challenges so I won’t bother going into detail on my strategies for that. However, I understand how the reluctance to experience rejection can inhibit your ability to basically go for things and give it your all.

I honestly recommend trying to desensitise yourself to rejection by applying for jobs you don’t want/wont get, so you can get used to experiencing rejection in low stakes situations (basically in situations where you’re not going to be bothered if you don’t get the job). I’ve done this most of the last few years. I’ll occasionally apply for jobs I don’t want or scholarships I know I don’t meet the criteria for, and get rejected. I’m always surprised at how even when I don’t want a job, I can still be so sensitive about the rejection, but I’m proud to say that I’m getting used to rejection. More often than not now when I get a rejection email I just shrug it off. The past year has been a bit of a break through though thanks to my conscious decision to go for low stakes rejections on purpose (basically like a type of exposure therapy). I actually managed to ask a human being out in a real life situation (expecting to get rejected) and to my surprise they wanted to go out on a date with me. I applied for a job, and they flew me to the HQ just today actually for an interview.
When you face your fears head on, I find that more doors seem to open for you, and life gets a bit more interesting. For anyone who struggles with rejection sensitivity, I recommend looking for opportunities to experience rejections in low stake situations.
Medieval? Par for the course for modern dictators, see Putin or Xi Jinping. It's the default modus operandi.
The crash is absolutely rational; the cascading effect highlights the missing moat for companies like OpenAI. Without a moat, no investor will provide these companies with the billions that fueled most of the demand. This demand was essential for NVIDIA to squeeze such companies with incredible profit margins.

NVIDIA was overvalued before, and this correction is entirely justified. The larger impact of DeepSeek is more challenging to grasp. While companies like Google and Meta could benefit in the long term from this development, they still overpaid for an excessive number of GPUs. The rise in their stock prices was assumed to be driven by the moat they were expected to develop themselves.

I was always skeptical of those valuations. LLM inference was highly likely to become commoditized in the future anyway.
I can’t figure out if I should be investing in depressed stocks tomorrow or panic buying iPads. It’s going to be interesting to see what impact this has on the market.
https://en.m.wikipedia.org/wiki/Scotland_Yard
"Allegedly, when an ON investor wanted to see the company’s bank statement directly from the bank, they arranged a visit with Beckman. According to the indictment, Lau had a fake statement planted and placed in an envelope at the bank; when Beckman and the investor showed up, they received the envelope and its sheet..."

What? How?

EDIT: from the civil complaint: "On June 3, 2024, security camera footage from a Bank 1 branch near GameOn’s offices in San Francisco captured the image of a woman who appears to be Lau enter the bank and meet with a Bank 1 employee. The woman then requested that the bank employee, who did not have access to GameOn’s accounts, print out a paper copy of a Bank 1 account statement for GameOn that she planned to email the bank—and then give the statement to Beckman when he arrived at the bank later that day. A few hours later on June 3, 2024, Lau emailed the bank employee stating 'please print, thank you' and attaching a counterfeit Bank 1 statement showing a cash balance of $13.3 million in GameOn’s account as of May 31, 2024. As Lau requested, the bank employee printed out the statement and put it in an envelope for
Beckman. Later that same day, Beckman arrived at the bank accompanied by a GameOn Board member (Investor 2) who was there to verify the cash in GameOn’s Bank 1 account. The bank
employee gave the envelope containing the counterfeit account statement to Beckman who then handed the envelope to the Board member..." [1].

That bank employee fucked up. But I hope they are given the opportunity to sue Lau for damages.

[1] https://storage.courtlistener.com/recap/gov.uscourts.cand.44...
The headline correctly says they deleted an asteroid because it wasn’t an asteroid.

That says nothing about whether or not they continued tracking the object as “not an asteroid”.
Please, not too many sensors. Long battery life and small size and low weight is more important. All the other smartphones and fitness watches have these sensors so get one of those instead.

Maybe a HW interface to attach other sensor modules could be an option, but could also easily become a distraction and pull down the overall experience.

[Edit] A wireless i/f (bluetooth, LP RF) is of course better to use as interface to any peripheral sensor modules.
UPD:

1. it is single tree

2. BUT tools will not propagate through the dependency tree downstream due to go module pruning

check this comment: https://github.com/golang/go/issues/48429#issuecomment-26184...

official docs: https://tip.golang.org/doc/modules/managing-dependencies#too...

> Due to module pruning, when you depend on a module that itself has a tool dependency, requirements that exist just to satisfy that tool dependency do not usually become requirements of your module.
Nobody ever got fired for buying Nvidia
Thanks. Given that you clearly belong to the top 10%, what's your take on the market?
Thanks for the feedback. Subscribing in particular is slow, especially for podcasts with lots of episodes, because it tries to save all the episode metadata locally, to avoid roundtripping later. So, it’s slow initially so it can be fast later and work offline, but I understand how that can be annoying!
They are right though. You are describing a kink.
Genuine question, but how do you replicate the effort exactly without $5M in compute? and can you test that the published weights etc are actually those in the model?

Am I missing something?
So let me guess, the solution is either a stake through the heart or lots and lots of garlic?
This entire comment chain is moot, if that were the implication, they had no business interviewing him and wasting everyone's time.
I love what you're doing but the design of the pebble turns me off. Thoughts on making a sleek design that actually looks like a pebble?
Here's the Brotli supporter's blog post about adding Brotli support to NPM packages.

https://jamiemagee.co.uk/blog/honey-i-shrunk-the-npm-package...

and the related HN discussion from that time:

https://news.ycombinator.com/item?id=37754489
Also what is medium. Currently working with company having couple hundred employees. Doing consulting and own products. Small compared to thousands or tens of thousand of large companies in field. But not anymore small even by EU rules...