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I've thought this for a while, and I summarise it as: If you want me to take time to read it, you should take the time to write it.

It isn't a meaningless word, and like my sibling poster I do wonder if that sentence is astroturfed by the junk food corpos.

The [NOVA classification](https://en.wikipedia.org/wiki/Nova_classification) has definitions for various levels of food processing.


From the wikipedia page:

> The Nova definition of ultra-processed food does not comment on the nutritional content of food and is not intended to be used for nutrient profiling.

> Nutrient profiling: also nutritional profiling, is the science of classifying or ranking foods by their nutritional composition in order to promote health and prevent disease.

So it looks like this classification doesn't mean what you think it means.


"health" as quantity of nutrients doesn't really make sense. pretty much everything we eat is good in some quantities, and bad in others. so there's no nutrient that you can name that makes food unhealthy (there are some like trans fats i guess, but mostly). then what makes some food "healthy" and other food "unhealthy"? there is actually a simple answer to this question: foods which lead you to overeat them are unhealthy, foods which don't aren't. so then the relation between ultra processing and health become obvious. processing is expensive. the reason companies do so much of it is to get people to eat more of their food. food that has been ultra processed is pretty much guaranteed to cause over eating and hence be unhealthy. food that has not been processed usually will only lead you to eat a healthy amount. so "ultraprocessed" is pretty much the same as "unhealthy". furthermore, as above, defining "unhealthy" directly is tricky, because it doesn't directly map to the nutrient content of food. so a good proxy metric, like "ultraproccessed", is useful.

But your definition of processed foods has now shifted to being one of hyperpalitability and likelihood of overeating.

Those are two completely different categories. The first is, ostensibly, about the processing done to the ingredients to make the final product. The second is about the outcome that the product has on those consuming it.

If you remove the overconsumption angle, what is left of processed foods? And if processed is used as a proxy for overconsumption, why have this proxy at all, just talk about overconsumption (and the negative impacts of that) directly.


> But your definition of processed foods has now shifted to being one of hyperpalitability and likelihood of overeating.

that's a very small shift. the two are very closely linked

> why have this proxy at all

very simple reason: if i am in the supermarket i can tell immediately looking at a food how highly processed it is.

we have spent many decades telling people "just don't overeat" and it hasn't worked at all. we have also spent many decades telling people that "unhealthy" can be established by looking for a particular ingredient, say sugar, or fat, and it again hasn't helped.

the heart of the advice we would like to give people is that a healthy diet isn't one that has the exact right nutrient balance, but rather one that causes your body to naturally pick the amounts it needs. and we would like to communicate this advice in a way that makes it easy for people to make purchasing decisions.


Do you genuinely not understand the difference between "tends to be unhealthy" and "is always 100% unhealthy"? Do you not understand how the classification is useful even if it contains exceptions?

I understand the difference.

Do you understand that the classification is not based on healthy/unhealthy but based on how much “processing” was done to the food?


You're so close.

All you're missing is "and quantity of processing is correlated with being unhealthy, making it a useful metric".


Where am I missing that from? The linked Wikipedia article explicitly states that it’s not designed for this.

How is the food unhealthy? By having lots of fats? Or high salt? Or high sugar? Is it perhaps the ingredients that make it unhealthy?


You're missing that from the conversation, where myself and others have stated it repeatedly, not from the wikipedia page.

> How is the food unhealthy? By having lots of fats?

Yes.

> Or high salt?

Yes, that too.

> Or high sugar?

Yes, very much this.

> Is it perhaps the ingredients that make it unhealthy?

Also true. For example: while preservatives like sodium benzoate are not used in unhealthy quantities in any individual item of food, a diet high in ultraprocessed foods can consume unsafe levels.


Sure my point is that what we’re actually talking about is the ingredients themselves, not how they’re processed. Except it’s through this roundabout way; if your worry is sodium benzoate, it doesn’t matter if the food was extruded, deep fried, or emulsified, all that matters is if it has sodium benzoate.

And we don’t need a proxy for that. We need proper labelling of ingredients.


> if your worry is sodium benzoate, it doesn’t matter if the food was extruded, deep fried, or emulsified, all that matters is if it has sodium benzoate.

Sure, but my worry isn't just sodium benzoate. It's also deep frying, or lots of sugar, or just being vacuously caloric while not providing saiety.

There are a lot of different things done to foods that tend to make them variously unhealthy to consume in quantity, a problem not shared by, say, cucumber or carrots. "Ultra-processed" is a useful linguistic catch all for these.

Some people lack the language skills to deal with terms that are not rigorously defined from a scientific sense, which honestly speaks to a failure of the education system rather than the term being a problem.


I have no idea what you're trying to say here. What it sounds like you're saying is that it is possible for processing to make a product unhealthy, and unlikely for processing to make a product more healthy.

What other people are saying is that this communicates almost nothing. What it does is allow people who are doing very bizarre things to food to hide among people who are doing pretty well known, well-tested, and ancient things to food. It's literally an argument to ignore the specifics, it's an argument for ignorance.


Certainly your first sentence is true. And you're right; what you said you think I said, communicates almost nothing. If it were what I were saying, it would be an argument for ignorance.

Yeah there's some weirdness too, it's heavily optimised for the Deck, low rez textures, low shadow quality etc.

So if you force it to run on your Linux desktop you don't get an experience commensurate with your hardware.


And now I'm older with a well paying job I find myself having to do the opposite calculation.

Things like, "Actually I will get an uber instead of the bus, so I can spend more time at the party."


Pensions or teenagers?


Wow, calflegal. That's not just good insight, it's smart thinking.

I think you're correct — there's a lot of LLM generated content here!


Oh this feels very 2600. Makes me wish I hadn't cancelled my print sub a while back.


Wouldn't import tax make that nonviable?


They're made in the USA.


Do you not pay to reimport the (e.g.) Colombian market cars back into the USA?


Are they? Pretty sure they are coming from China.


It's telling that to defend Apple against the charge of stagnation you immediately attacked Windows.


They only attacked Windows at the very end of their statement.


And I mean... They're not wrong.

I use a Mac for work, but also use windows and Linux machines.

The best experience hands down when it comes to specific things would be Linux, for very niche things because it's way less clunky than it used to and people have figured things out in the meantime.

My mac is the only system that I can mount (without too much pain because people have figured it out) any filesystem, I can virtually open every document from Mac to Windows to Linux. I have something close to package control with homebrew. The M chips are ridiculously good at both being decently performant while low energy consumption.

Sure it has its host of issues and I would be the first one in line to dunk on Apple for many many... many many, reasons, but there are things to like with their laptops...

In comparison, recently, Windows has been more and more aggressive towards their users and their data, attempting to lock people in for some spreadsheet editor... Gone are the days of Lotus1-2-3...


And the second sentence.


It actually is.

I run a small video game forum with posts going back to 2008. We got absolutely smashed by bots scraping for training data for LLMs.

So I put it behind Cloudflare and now it's down. Ho hum.


Have you tried Anubis or similar tools? I've had similar issues with bot scraping of a forum taking all server resources, and using PoW challenge solved the problem.

https://github.com/TecharoHQ/anubis


I've always wondered: has there been any effort to implement a PoW challenge like that at a lower level? I.e., TCP but the handshake requires solving a challenge, otherwise the connection is just closed? It seems like something that could benefit from being invisible on the application layer.

Edit: To answer my own question, yes: http://www.arijuels.com/wp-content/uploads/2013/09/JB99.pdf

Edit 2: Maybe TLS would be another reasonable place for it?


I did! It's very cool tech. However for our config it was easier to slap CF in front of it.

I will say one very appealing use of Anubis I'd love to try is using it as a Traefik middleware to protect services running in docker containers.


Can you please elaborate on “smashed”? I’m very interested


I took a screenshot of the graph in cloudflare when I switched on the bot challenges.

https://i.ibb.co/qHCJyY7/image.png

I wrote the below to explain to our users what was happening, so apologies if the language is too simple for a HN reader.

- 0630, we switched our DNS to proxy through CF, starting the collection of data, and implemented basic bot protections

- Unfortunately whatever anti-bot magic they have isn't quite having the effect, even after two hours.

- 0830, I sign in and take a look at the analytics. It seems like <SITE NAME> is very popular in Vietnam, Brazil, and Indonesia.

- 0845, I make it so users from those countries have to pass a CF "challenge". This is similar to a CAPTCHA, but CF try to make it so there's no "choosing all the cars in an image" if they can help it.

- So far 0% of our Asian audience have passed a challenge.


Same problem here. If I didn't use Cloudflare, nearly all of my traffic would be (apparently misconfigured) scraper bots.


It'd funny if these bots were run by Cloudflare.


Ha, yeah. They seemed to mostly be in SE Asia.


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